Ahmed Awadallah

Partner Research Manager

Papiers de Collaboration

Afficher par:

- Sample More to Think Less: Group Filtered Policy Optimization for Concise Reasoning
  
  Vaishnavi Shrivastava, Ahmed Awadallah, Vidhisha Balachandran, Harkirat Behl, Dimitris Papailiopoulos
  
  August 2025
  
  Publication
- Phi-4-reasoning Technical Report
  
  Marah Abdin, Sahaj Agarwal, Sahaj Agarwal, Ahmed Awadallah, Vidhisha Balachandran, Harkirat Behl, Lingjiao Chen (lingjiaochen), Gustavo de Rosa, Suriya Gunasekar, Mojan Javaheripi, Neel Joshi, Piero Kauffmann, Yash Lara, Caio César Teodoro Mendes, Arindam Mitra, Besmira Nushi, Dimitris Papailiopoulos, Olli Saarikivi, Shital Shah, Vaishnavi Shrivastava, Vibhav Vineet, Yue Wu, Safoora Yousefi, Guoqing Zheng
  
  April 2025
  
  PDF Télécharger
- Explorer: Scaling Exploration-driven Web Trajectory Synthesis for Multimodal Web Agents
  
  Vardaan Pahuja, Yadong Lu, Corby Rosset, Boyu Gou, Arindam Mitra, Spencer Whitehead, Yu Su, Ahmed Awadallah
  
  February 2025
  
  Preprint
- Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks
  
  Adam Fourney, Gagan Bansal, Hussein Mozannar, Cheng Tan, Eduardo Salinas, Erkang (Eric) Zhu, Friederike Niedtner, Grace Proebsting, Griffin Bassman, Jack Gerrits, Jacob Alber, Peter Chang, Ricky Loynd, Robert West, Victor Dibia, Ahmed Awadallah, Ece Kamar, Rafah Hosn, Saleema Amershi
  
  MSR-TR-2024-47 | November 2024
  
  Publié par Microsoft
  
  Preprint Télécharger
- Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone
  
  Marah I Abdin, Sam Ade Jacobs, Ammar Ahmad Awan, Jyoti Aneja, Ahmed Awadallah, Hany Hassan Awadalla, Nguyen Bach, Amit Bahree, Arash Bakhtiari, Harkirat Behl, Alon Benhaim, Misha Bilenko, Johan Bjorck, Sébastien Bubeck, Martin Cai, Caio César Teodoro Mendes, Weizhu Chen, Vishrav Chaudhary, Parul Chopra, Allie Del Giorno, Gustavo de Rosa, Matthew Dixon, Ronen Eldan, Dan Iter, Abhishek Goswami, Suriya Gunasekar, Emman Haider, Junheng Hao, Russell J. Hewett, Jamie Huynh, Mojan Javaheripi, Xin Jin, Piero Kauffmann, Nikos Karampatziakis, Dongwoo Kim, Mahmoud Khademi, Lev Kurilenko, James R. Lee, Yin Tat Lee, Yuanzhi Li, Chen Liang, Weishung Liu, Xihui (Eric) Lin, Zeqi Lin, Piyush Madan, Arindam Mitra, Hardik Modi, Anh Nguyen, Brandon Norick, Barun Patra, Daniel Perez-Becker, Thomas Portet, Reid Pryzant, Heyang Qin, Marko Radmilac, Corby Rosset, Sambudha Roy, Olli Saarikivi, Amin Saied, Adil Salim, Michael Santacroce, Shital Shah, Ning Shang, Hiteshi Sharma, Xia Song, Olatunji Ruwase, Xin Wang, Rachel Ward, Guanhua Wang, Philipp Witte, Michael Wyatt, Can Xu, Jiahang Xu, Weijian Xu, Sonali Yadav, Fan Yang, Ziyi Yang, Donghan Yu, Chengruidong Zhang, Cyril Zhang, Jianwen Zhang, Li Lyna Zhang, Yi Zhang, Yunan Zhang, Xiren Zhou
  
  MSR-TR-2024-12 | August 2024
  
  Publié par Microsoft
  
  Publication Vidéo Télécharger Projet
- AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation
  
  Qingyun Wu, Gagan Bansal, Jieyu Zhang, Yiran Wu, Beibin Li, Erkang (Eric) Zhu, Li Jiang, Xiaoyun Zhang, Shaokun Zhang, Ahmed Awadallah, Ryen W. White, Doug Burger, Chi Wang
  
  COLM 2024 | August 2024
  
  Best Paper, LLM Agents Workshop ICLR'24
  
  Publication Vidéo Vidéo Vidéo Projet
- OmniParser for Pure Vision Based GUI Agent
  
  Yadong Lu, Jianwei Yang, Yelong Shen, Ahmed Awadallah
  
  July 2024
  
  DOI Publication Publication Télécharger
- AgentInstruct: Toward Generative Teaching with Agentic Flows
  
  Arindam Mitra, Luciano Del Corro, Guoqing Zheng, Shweti Mahajan, Dany Rouhana, Andres Codas, Yadong Lu, Wei-ge Chen, Olga Vrousgou, Corby Rosset, Fillipe Silva, Hamed Khanpour, Yash Lara, Ahmed Awadallah
  
  July 2024
  
  PDF Publication Vidéo Projet Projet
- Hybrid LLM: Cost-Efficient and Quality-Aware Query Routing
  
  Dujian Ding, Ankur Mallick, Chi Wang, Robert Sim, Subhabrata Mukherjee, Victor Ruehle, Laks V. S. Lakshmanan, Ahmed Awadallah
  
  ICLR 2024 | February 2024
  
  Publication
- Orca-Math: Unlocking the potential of SLMs in Grade School Math
  
  Arindam Mitra, Hamed Khanpour, Corby Rosset, Ahmed Awadallah
  
  February 2024
  
  Publication
- Axiomatic Preference Modeling for Longform Question Answering
  
  Corby Rosset, Guoqing Zheng, Victor Dibia, Ahmed Awadallah, Paul Bennett
  
  The 2023 Conference on Empirical Methods in Natural Language Processing | December 2023
  
  Publication
- Orca-2: Teaching Small Language Models How to Reason
  
  Arindam Mitra, Luciano Del Corro, Shweti Mahajan, Andres Codas, Clarisse Simoes Ribeiro, Sahaj Agrawal, Xuxi Chen, Anastasia Razdaibiedina, Erik Jones, Kriti Aggarwal, Hamid Palangi, Guoqing Zheng, Corby Rosset, Hamed Khanpour, Ahmed Awadallah
  
  November 2023
  
  PDF Vidéo Télécharger Télécharger Projet
- Teaching Language Models to Hallucinate Less with Synthetic Tasks
  
  Erik Jones, Hamid Palangi, Clarisse Simoes Ribeiro, Varun Chandrasekaran, Subhabrata (Subho) Mukherjee, Arindam Mitra, Ahmed Awadallah, Ece Kamar
  
  ICLR 2024 | October 2023
  
  DOI PDF
- Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation
  
  Chen Dun, Mirian Hipolito Garcia, Guoqing Zheng, Ahmed Awadallah, Anastasios Kyrillidis, Robert Sim
  
  ArXiv | October 2023, Vol abs/2310.02842
  
  DOI Publication Publication Publication
- Orca: Progressive Learning from Complex Explanation Traces of GPT-4
  
  Subhabrata (Subho) Mukherjee, Arindam Mitra, Ganesh Jawahar, Sahaj Agarwal, Hamid Palangi, Ahmed Awadallah
  
  arXiv: Computation and Language | June 2023
  
  PDF Publication Vidéo Projet
- DSEE: Dually Sparsity-embedded Efficient Tuning of Pre-trained Language Models
  
  Xuxi Chen, Tianlong Chen, Yu Cheng, Wei Chen, Zhangyang Wang, Ahmed Awadallah
  
  ACL 2023 | May 2023
  
  Publication Projet
- Logical Transformers: Infusing Logical Structures into Pre-Trained Language Models
  
  Borui Wang, Qiuyuan Huang, Budhaditya Deb, Aaron L Halfaker, Liqun Shao, Daniel McDuff, Ahmed Awadallah, Dragomir Radev, Jianfeng Gao
  
  Proceedings of ACL 2023 | May 2023
  
  Publication Publication Projet Projet
- AutoMoE: Neural Architecture Search for Efficient Sparsely Activated Transformers
  
  Ganesh Jawahar, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Young Jin Kim, Muhammad Abdul-Mageed, Laks V. S. Lakshmanan, Ahmed Awadallah, Sébastien Bubeck, Jianfeng Gao
  
  ACL | May 2023
  
  Publication Projet
- What do Compressed Large Language Models Forget? Robustness Challenges in Model Compression
  
  Mengnan Du, Subhabrata (Subho) Mukherjee, Yu Cheng, Milad Shokouhi, Xia Hu, Ahmed Awadallah
  
  EACL | April 2023
  
  Publication Projet Projet Projet
- Cost-Effective Hyperparameter Optimization for Large Language Model Generation Inference
  
  Chi Wang, Susan Xueqing Liu, Ahmed Awadallah
  
  March 2023
  
  Publication Github Github Projet Projet
- AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning
  
  Yaqing Wang, Sahaj Agarwal, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Jing Gao, Ahmed Awadallah, Jianfeng Gao
  
  EMNLP | December 2022
  
  Publication Projet
- Boosting Natural Language Generation from Instructions with Meta-Learning
  
  Budhaditya Deb, Guoqing Zheng, Ahmed Awadallah
  
  EMNLP | December 2022
  
  Publication
- AutoDistil: Few-shot Task-agnostic Neural Architecture Search for Distilling Large Language Models
  
  Dongkuan Xu, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Debadeepta Dey, Wenhui Wang, Xiang Zhang, Ahmed Awadallah, Jianfeng Gao
  
  NeurIPS 2022 | December 2022
  
  Publication Publication Projet Projet
- Leveraging Locality in Abstractive Text Summarization
  
  Yixin Liu, Ansong Ni, Linyong Nan, Budhaditya Deb, Chenguang Zhu, Ahmed Awadallah, Dragomir Radev
  
  EMNLP 2022 | December 2022
  
  Publication Publication
- The Principle of Diversity: Training Stronger Vision Transformers Calls for Reducing All Levels of Redundancy
  
  Tianlong Chen, Zhenyu Zhang, Yu Cheng, Ahmed Awadallah, Zhangyang Wang
  
  CVPR 2022 | July 2022
  
  Publication
- WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding
  
  Guoqing Zheng, Giannis Karamanolakis, Kai Shu, Ahmed Awadallah
  
  NAACL 2022 | May 2022
  
  Publication Github Projet
- DYLE: Dynamic Latent Extraction for Abstractive Long-Input Summarization
  
  Ziming Mao, Chen Henry Wu, Ansong Ni, Yushen Zhang, Rui Zhang, Tao Yu, Budhaditya Deb, Chenguang Zhu, Ahmed Awadallah, Dragomir Radev
  
  ACL 2022 | May 2022
  
  Publication
- Summ^N: A Multi-Stage Summarization Framework for Long Input Dialogues and Documents
  
  Yusen Zhang, Ansong Ni, Ziming Mao, Chen Henry Wu, Chenguang Zhu, Budhaditya Deb, Ahmed Awadallah, Dragomir Radev, Rui Zhang
  
  ACL 2022 | May 2022
  
  Publication
- Knowledge Infused Decoding
  
  Ruibo Liu, Guoqing Zheng, Shashank Gupta, Radhika Gaonkar, Chongyang Gao, Soroush Vosoughi, Milad Shokouhi, Ahmed Awadallah
  
  ICLR 2022 | April 2022
  
  Publication Github
- LiST: Lite Prompted Self-training Makes Parameter-efficient Few-shot Learners
  
  Yaqing Wang, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Jing Gao, Ahmed Awadallah, Jianfeng Gao
  
  NAACL 2022 | April 2022
  
  Publication Github Projet Projet
- Sparsely Activated Mixture-of-Experts are Robust Multi-Task Learners
  
  Shashank Gupta, Subhabrata (Subho) Mukherjee, Krishan Subudhi, Eduardo Gonzalez, Damien Jose, Ahmed Awadallah, Jianfeng Gao
  
  ArXiv | April 2022
  
  Publication
- Compositional Generalization for Natural Language Interfaces
  
  Saghar Hosseini, Ahmed Awadallah, Yu Su
  
  arXiv: Computation and Language | December 2021
  
  Publication
- Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models
  
  Boxin Wang, Chejian Xu, Shuohang Wang, Zhe Gan, Yu Cheng, Jianfeng Gao, Ahmed Awadallah, Bo Li
  
  35th Annual Conference on Neural Information Processing System (NeurIPS 2021) | December 2021
  
  Publication
- CLUES: Few-Shot Learning Evaluation in Natural Language Understanding
  
  Subhabrata (Subho) Mukherjee, Xiaodong Liu, Guoqing Zheng, Saghar Hosseini, Hao Cheng, Greg Yang, Chris Meek, Ahmed Awadallah, Jianfeng Gao
  
  NeurIPS 2021 | December 2021
  
  Publication Github Projet
- Fairness via Representation Neutralization
  
  Mengnan Du, Subhabrata (Subho) Mukherjee, Guanchu Wang, Ruixiang Tang, Ahmed Awadallah, Xia Hu
  
  NeurIPS 2021 | December 2021
  
  Publication Projet
- A Conditional Generative Matching Approach for Multi-lingual Reply Suggestion
  
  Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Awadallah
  
  EMNLP 2021 (Findings) | November 2021
  
  Publication
- An Exploratory Study on Long Dialogue Summarization: What Works and What’s Next
  
  Yusen Zhang, Ansong Ni, Tao Yu, Rui Zhang, Chenguang Zhu, Budhaditya Deb, Asli Celikyilmaz, Ahmed Awadallah, Dragomir Radev
  
  Empirical Methods in Natural Language Processing (EMNLP) 2021 | November 2021
  
  Publication
- Say `YES’ to Positivity: Detecting Toxic Language in Workplace Communications
  
  Meghana Moorthy Bhat, Saghar Hosseini, Ahmed Awadallah, Paul Bennett, Weisheng Li
  
  EMNLP 2021 | November 2021
  
  Publication
- Meta Self-training for Few-shot Neural Sequence Labeling
  
  Yaqing Wang, Subhabrata (Subho) Mukherjee, Haoda Chu, Yuancheng Tu, Ming Wu, Jing Gao, Ahmed Awadallah
  
  SIGKDD 2021 (Research Track) | August 2021
  
  Publication Github Projet
- A Dataset and Baselines for Multilingual Reply Suggestion
  
  Mozhi Zhang, Wei Wang, Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Awadallah
  
  ACL-IJCNLP 2021 | July 2021
  
  Publication Github
- NL-EDIT: Correcting Semantic Parse Errors through Natural Language Interaction
  
  Ahmed Elgohary, Chris Meek, Matthew Richardson, Adam Fourney, Gonzalo Ramos, Ahmed Awadallah
  
  NAACL 2021 | June 2021
  
  Publication Projet
- Structure-Grounded Pretraining for Text-to-SQL
  
  Xiang Deng, Ahmed Awadallah, Chris Meek, Alex Polozov, Huan Sun, Matthew Richardson
  
  NAACL 2021 | June 2021
  
  PDF Publication Projet
- XtremeDistilTransformers: Task Transfer for Task-agnostic Distillation
  
  Subhabrata (Subho) Mukherjee, Ahmed Awadallah, Jianfeng Gao
  
  ArXiv | June 2021
  
  arXiv:2106.04563
  
  Publication Github Projet Projet
- MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning
  
  Mengzhou Xia, Guoqing Zheng, Subhabrata (Subho) Mukherjee, Milad Shokouhi, Graham Neubig, Ahmed Awadallah
  
  NAACL 2021 | May 2021
  
  Publication Github Projet
- Self-training with Weak Supervision
  
  Giannis Karamanolakis, Subhabrata (Subho) Mukherjee, Guoqing Zheng, Ahmed Awadallah
  
  NAACL 2021 | May 2021
  
  Publication Github Projet Projet
- SCoRe: Pre-Training for Context Representation in Conversational Semantic Parsing
  
  Tao Yu, Rui Zhang, Alex Polozov, Chris Meek, Ahmed Awadallah
  
  ICLR | May 2021
  
  Publication Projet
- QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization
  
  Ming Zhong, Da Yin, Tao Yu, Ahmad Zaidi, Mutethia Mutuma, Rahul Jha, Ahmed Awadallah, Asli Celikyilmaz, Yang Liu, Xipeng Qiu, Dragomir R. Radev
  
  NAACL | April 2021
  
  Publication
- Meta Label Correction for Noisy Label Learning
  
  Guoqing Zheng, Ahmed Awadallah, Susan Dumais
  
  AAAI 2021 | February 2021
  
  PDF Github Projet Projet
- Analyzing Web Search Behavior for Software Engineering Tasks
  
  Nikitha Rao, Chetan Bansal, Tom Zimmermann, Ahmed Awadallah, Nachi Nagappan
  
  IEEE BigData | December 2020
  
  PDF
- Leveraging Structured Metadata for Improving Question Answering on the Web
  
  Xinya Du, Adam Fourney, Robert Sim, Paul Bennett, Claire Cardie, Ahmed Awadallah
  
  AACL 2020 | December 2020
  
  Publication
- Uncertainty-aware Self-training for Few-shot Text Classification
  
  Subhabrata (Subho) Mukherjee, Ahmed Awadallah
  
  NeurIPS 2020 (Spotlight) | December 2020
  
  Publication Github Projet
- An Empirical Study of Software Exceptions in the Field using Search Logs
  
  Foyzul Hassan, Chetan Bansal, Nachi Nagappan, Tom Zimmermann, Ahmed Awadallah
  
  ESEM 2020 | July 2020
  
  Publication
- Gender Bias in Multilingual Embeddings and Cross-Lingual Transfer
  
  Jieyu Zhao, Subhabrata (Subho) Mukherjee, Saghar Hosseini, Kai-Wei Chang, Ahmed Awadallah
  
  Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020
  
  Publication Projet
- Learning with Weak Supervision for Email Intent Detection
  
  Kai Shu, Subhabrata (Subho) Mukherjee, Guoqing Zheng, Ahmed Awadallah, Milad Shokouhi, Susan Dumais
  
  ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) | July 2020
  
  Publication Projet
- Proceedings of the First Workshop on Natural Language Interfaces
  
  Ahmed Awadallah, Yu Su, Huan Sun, Scott Wen-tau Yih
  
  Association for Computational Linguistics | July 2020
  
  Publication Projet
- Smart To-Do : Automatic Generation of To-Do List from Emails
  
  Sudipto Mukherjee, Subhabrata (Subho) Mukherjee, Marcello Hasegawa, Ahmed Awadallah, Ryen W. White
  
  Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020
  
  Publication
- Speak to your parser: Interactive Text-to-SQL with natural language feedback
  
  Ahmed Elgohary, Saghar Hosseini, Ahmed Awadallah
  
  Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020
  
  Publication Github Projet
- XtremeDistil: Multi-stage Distillation for Massive Multilingual Models
  
  Subhabrata (Subho) Mukherjee, Ahmed Awadallah
  
  Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020
  
  Publication Github Projet Projet
- Detecting Fake News with Weak Supervision
  
  Kai Shu, Ahmed Awadallah, Susan Dumais, Huan Liu
  
  IEEE Intelligent Systems | May 2020
  
  Publication
- Leveraging Multi-Source Weak Social Supervision for Early Detection of Fake News
  
  Kai Shu, Guoqing Zheng, Yichuan Li, Subhabrata (Subho) Mukherjee, Ahmed Awadallah, Scott Ruston, Huan Liu
  
  European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2020) | April 2020
  
  Publication Github Projet Projet
- Understanding User Behavior For Document Recommendation
  
  Xuhai Xu, Ahmed Awadallah, Susan Dumais, Farheen Omar, Bogdan Popp, Robert Rounthwaite, Farnaz Jahanbakhsh
  
  The Web Conference (WWW 2020) | April 2020
  
  Publication
- Effects of Past Interactions on User Experience with Recommended Documents
  
  Farnaz Jahanbakhsh, Ahmed Awadallah, Susan Dumais, Xuhai Xu
  
  ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR) | March 2020
  
  Publication
- On Domain Transfer When Predicting Intent in Text
  
  Petar Stojanov, Ahmed Awadallah, Paul Bennett, Saghar Hosseini
  
  NeurIPS Workshop on Document Intelligence | December 2019
  
  Publication
- Meta Label Correction for Learning with Weak Supervision
  
  Guoqing Zheng, Ahmed Awadallah, Susan Dumais
  
  1911.03809 | November 2019
  
  Publié par arXiv
  
  Publication
- Distilling BERT into Simple Neural Network with Unlabeled Transfer Data
  
  Subhabrata (Subho) Mukherjee, Ahmed Awadallah
  
  ArXiv | October 2019
  
  Publication Projet
- Multi-Source Cross-Lingual Model Transfer: Learning What to Share
  
  Xilun Chen, Ahmed Awadallah, Hany Hassan Awadalla, Wei Wang, Claire Cardie
  
  The 57th Annual Meeting of the Association for Computational Linguistics (ACL) | July 2019
  
  Publication Github
- Context-Aware Intent Identification in Email Conversations
  
  Wei Wang, Saghar Hosseini, Ahmed Awadallah, Paul Bennett, Chris Quirk
  
  Proceedings of the 42nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019) | July 2019
  
  Publication
- Task Completion Detection
  
  Ryen W. White, Ahmed Awadallah, Robert Sim
  
  Proceedings of the 42nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019) | July 2019
  
  Publication
- Exploring User Behavior in Email Re-Finding Tasks
  
  Joel Mackenzie, Kshitiz Gupta, Fang Qiao, Ahmed Awadallah, Milad Shokouhi
  
  The 28th International Web Conference (WWW 2019) | May 2019
  
  Publication
- Email Triage: Challenges and Opportunities
  
  Bahar Sarrafzadeh, Ahmed Awadallah, Milad Shokouhi
  
  ACM SIGIR Conference on Human Information Interaction and Retrievak (CHIIR) | March 2019
  
  Publication
- Learning About Work Tasks to Inform Intelligent Assistant Design
  
  Johanne R. Trippas, Damiano Spina, Falk Scholer, Ahmed Awadallah, Peter Bailey, Paul Bennett, Ryen W. White, Jonathan Liono, Yongli Ren, Flora D. Salim, Mark Sanderson
  
  The Fourth ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR 2019) | March 2019
  
  Publication
- Characterizing and Predicting Email Deferral Behaviour
  
  Bahar Sarrafzadeh, Ahmed Awadallah, Christopher Lin, CJ Lee, Milad Shokouhi, Susan Dumais
  
  The Twelfth International Conference on Web Search and Data Mining (WSDM) | February 2019
  
  Publication
- Task Duration Estimation
  
  Ryen W. White, Ahmed Awadallah
  
  The Twelfth International Conference on Web Search and Data Mining (WSDM) | February 2019
  
  Publication
- Zero-Resource Multilingual Model Transfer
  
  Xilun Xhen, Ahmed Awadallah, Hany Hassan Awadalla, Wei Wang
  
  arXiv:1810.03552 | February 2019
  
  Publication
- Task Intelligence Workshop @ WSDM 2019
  
  Ahmed Awadallah, Cathal Gurrin, Mark Sanderson, Ryen W. White
  
  The International Conference on Web Search and Data Mining (WSDM 2019). | February 2019
  
  Publication
- Adversarial Training for Community Question Answer Selection Based on Multi-scale Matching
  
  Xiao Yang, Miaosen Wang, Madian Khabsa, Wei Wang, Ahmed Awadallah
  
  AAAI Conference on Artificial Intelligence | January 2019
  
  Publication
- Natural Language Interfaces with Fine-Grained User Interaction: A Case Study on Web APIs
  
  Yu Su, Ahmed Awadallah, Miaosen Wang, Ryen W. White
  
  Proceedings of the 41th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018) | July 2018
  
  Publication Publication Projet
- Characterizing and Supporting Question Answering in Human-to-Human Communication
  
  X. Yang, Ahmed Awadallah, Madian Khabsa, Wei Wang, Miaosen Wang
  
  Proceedings of the 41th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018) | June 2018
  
  DOI Publication
- Identifying Task Boundaries in Digital Assistants
  
  Madian Khabsa, Ahmed El Kholy, Ahmed Awadallah, Imed Zitouni, Milad Shokouhi
  
  Companion Proceedings of the The Web Conference 2018 | April 2018
  
  DOI Publication Publication
- The Lifetime of Email Messages: A Large-Scale Analysis of Email Revisitation
  
  Tarfah Alrashed, Ahmed Awadallah, Susan Dumais
  
  In Proceedings of the 2018 ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR) | March 2018
  
  Publication
- LearnIR: WSDM 2018 Workshop on Learning from User Interactions
  
  Rishabh Mehrotra, Ahmed Awadallah, Emine Yilmaz
  
  The International Conference on Web Search and Data Mining (WSDM 2018). | February 2018
  
  Publication
- Actionable Email Intent Modeling with Reparametrized RNNs
  
  Chu-Cheng Lin, Dongyeop Kang, Michael Gamon, Madian Khabsa, Ahmed Awadallah, Patrick Pantel
  
  AAAI | December 2017
  
  Publication Publication
- Building Natural Language Interfaces to Web APIs
  
  Yu Su, Ahmed Awadallah, Madian Khabsa, Patrick Pantel, Michael Gamon
  
  In Proceedings of the 26th ACM international conference on Information and knowledge management (CIKM '17) | December 2017
  
  Publication Publication Télécharger Projet
- Characterizing and Predicting Enterprise Email Reply Behavior
  
  Liu Yang, Susan Dumais, Paul Bennett, Ahmed Awadallah
  
  Proceedings of the 40th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017) | December 2017
  
  Publication Publication
- Beyond Success Rate: Utility as a Search Quality Metric for Online Experiments
  
  Widad Machmouchi, Ahmed Awadallah, Imed Zitouni, Georg Buscher
  
  2017 Conference on Information and Knowledge Management | November 2017
  
  DOI
- Deep Sequential Models for Task Satisfaction Prediction
  
  Rishabh Mehrotra, Ahmed Awadallah, Emine Yilmaz, Milad Shokouhi, Imed Zitouni, Ahmed El Kholy, Madian Khabsa
  
  The 26th ACM Conference on Information and Knowledge Management (CIKM 2017) | November 2017
  
  Publication
- Self-Es: The Role of Emails-to-Self in Personal Information Management
  
  Horatiu Bota, Paul N. Bennett, Ahmed Awadallah, Susan T. Dumais
  
  Proceedings of the 2nd ACM Conference on Human Information Interaction and Retrieval (CHIIR '17) | November 2017
  
  Publication Publication Projet
- User Interaction Sequences for Search Satisfaction Prediction
  
  Rishabh Mehrotra, Imed Zitouni, Ahmed Awadallah, Ahmed El Kholy
  
  The 40th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017). | August 2017
  
  Publication Publication
- Identifying User Sessions in Interactions with Intelligent Assistants
  
  Rishabh Mehrota, Ahmed El Kholy, Imed Zitouni, Milad Shokouhi, Ahmed Awadallah
  
  The 26th International World Wide Web Conference (WWW 2017) | April 2017
  
  Publication
- Learning to Account for Good Abandonment in Search Success Metrics
  
  Madian Khabsa, Aidan C. Crook, Ahmed Awadallah, Imed Zitouni, Tasos Anastasakos, Kyle Williams
  
  Interactional Conference on Information and Knowledge Management (CIKM '16) | October 2016
  
  Publication
- Learning to Account for Good Abandonment in Search Success Metrics
  
  Madian Khabsa, Aidan Crook, Ahmed Awadallah, Imed Zitouni, Tasos Anastasakos, Kyle Williams
  
  Proceedings of the 25th ACM International Conference on Information and Knowledge Management (CIKM 2016) | October 2016
  
  Publication
- Is This Your Final Answer? Evaluating the Effect of Answers on Good Abandonment in Mobile Search
  
  Kyle Williams, Julia Kiselava, Imed Zitouni, Aidan C. Crook, Ahmed Awadallah, Madian Khabsa
  
  International Conference on Research and Development in Information Retrieval (SIGIR '16) | July 2016
  
  Publication
- Predicting User Satisfaction with Intelligent Assistants
  
  Julia Kiselava, Kyle Williams, Jiepu Jiang, Ahmed Awadallah, Imed Zitouni, Aidan C. Crook, Tasos Anastasakos
  
  International Conference on Research and Development in Information Retrieval (SIGIR '16) | July 2016
  
  Publication
- Is This Your Final Answer? Evaluating the Effect of Answers on Good Abandonment in Mobile Search
  
  Kyle Williams, Julia Kiseleva, Aidan Crook, Ahmed Awadallah, Imed Zitouni, Madian Khabsa
  
  The 39th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2016). | June 2016
  
  Publication
- Predicting User Satisfaction with Intelligent Assistants
  
  Julia Kiseleva, Kyle Williams , Ahmed Awadallah, Aidan Crook, Imed Zitouni, Tasos Anastasakos
  
  The 39th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2016) | June 2016
  
  Publication Publication
- Understanding User Satisfaction with Intelligent Assistants
  
  Julia Kiseleva, Kyle Williams, Jiepu Jiang, Ahmed Awadallah, Imed Zitouni, Aidan Crook , Tasos Anastasakos
  
  The ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR 2016) | June 2016
  
  Publication Publication
- Activity Modeling in Email
  
  Ashequl Qadir, Ahmed Awadallah, Michael Gamon, Patrick Pantel
  
  The 15th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT 2016) | June 2016
  
  Publication
- Detecting Good Abandonment in Mobile Search
  
  Kyle Williams, Julia Kiselava, Aidan C. Crook, Imed Zitouni, Ahmed Awadallah, Madian Khabsa
  
  International World Wide Web Conference (WWW '16) | April 2016
  
  Publication
- Detecting Good Abandonment in Mobile Search
  
  Kyle Williams, Julia Kiseleva, Imed Zitouni, Ahmed Awadallah, Aidan Crook, Madian Khabsa, Tasos Anastasakos
  
  The 25th International World Wide Web Conference (WWW 2016) | April 2016
  
  Publication Publication
- Understanding User Satisfaction with Intelligent Assistants
  
  Julia Kiselava, Kyle Williams, Jiepu Jiang, Ahmed Awadallah, Aidan C. Crook, Imed Zitouni, Tasos Anastasakos
  
  Conference on Human Information Interaction and Retrieval (CHIIR '16) | March 2016
  
  Publication Publication
- Characterizing and Predicting Voice Query Reformulation
  
  Ahmed Awadallah, Ranjitha Gurunath Kulkarni, Umut Ozertem, Rosie Jones
  
  The 24th ACM International Conference on Information and Knowledge Management (CIKM 2015) | October 2015
  
  Publication Publication
- Struggling and Success in Web Search
  
  Dan Odijk, Ryen W. White, Ahmed Awadallah, Susan Dumais
  
  The 24th ACM International Conference on Information and Knowledge Management (CIKM 2015) | October 2015
  
  Best Student Paper
  
  Publication
- Personalizing Search on Shared Devices
  
  Ryen W. White, Ahmed Awadallah
  
  June 2015 | édition The 38th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2015)
  
  The 38th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2015)
  
  Publication
- Understanding and Predicting Graded Search Satisfaction
  
  Jiepu Jiang, Ahmed Awadallah, Xiaolin Shi, Ryen W. White
  
  The 8th International ACM Conference on Web Search and Data Mining (WSDM 2015) | June 2015
  
  Publication Publication
- Automatic Online Evaluation of Intelligent Personal Assistants
  
  Jiepu Jiang, Ahmed Awadallah, Rosie Jones, Umut Ozertem, Imed Zitouni, Ranjitha Gurunath Kulkarni , Omar Zia Khan
  
  The 24th International World Wide Web Conference (WWWW 2015) | May 2015
  
  Publication
- Content Bias in Online Health Search
  
  Ryen W. White, Ahmed Awadallah
  
  ACM Transations on the Web (TWEB) | October 2014, Vol 8
  
  Publication Publication
- A Random Walk based Model for Identifying Semantic Orientation
  
  Ahmed Awadallah, Amjad Abu-Jbara, Wanchen Lu, Dragomir R. Radev
  
  Computational Linguistics | September 2014
  
  Publication Publication
- Enhancing Personalization via Search Activity Attribution
  
  Adish Singla, Ryen W. White, Ahmed Awadallah, Eric Horvitz
  
  The 36th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2014) | July 2014
  
  Publication Publication
- Comparing Client and Server Dwell Time Estimates for Click-Level Satisfaction Prediction
  
  Youngho Kim, Ahmed Awadallah, Ryen W. White, Imed Zitouni
  
  The 36th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2014) | July 2014
  
  Publication Publication
- Context-Aware Web Search Abandonment Prediction
  
  Yang Song, Xiaolin Shi, Ryen W. White, Ahmed Awadallah
  
  ACM SIGIR 2014 | July 2014
  
  ACM SIGIR 2014
  
  Publication
- Modeling Action-level Satisfaction for Search Task Satisfaction Prediction
  
  Hongning Wang, Yang Song, Ming-Wei Chang, Xiaodong He, Ahmed Awadallah, Ryen W. White
  
  ACM SIGIR 2014 | July 2014
  
  ACM SIGIR 2014
  
  Publication
- From Devices to People: Attribution of Search Activity in Multi-User Settings
  
  Ryen W. White, Ahmed Awadallah, Adish Singla , Eric Horvitz
  
  The 23rd International World Wide Web Conference (WWW 2014) | June 2014
  
  Publication Publication
- Machine Assisted Search Preference Evaluation
  
  Ahmed Awadallah, Imed Zitouni
  
  The 23rd ACM Conference on Information and Knowledge Management (CIKM 2014). | June 2014
  
  Publication Publication
- Supporting Complex Search Tasks
  
  Ahmed Awadallah, Ryen W. White, Patrick Pantel, Susan Dumais, Yi-Min Wang
  
  The 23rd ACM Conference on Information and Knowledge Management (CIKM 2014) | June 2014
  
  Publication
- Contextual and Dimensional Relevance Judgments for Reusable SERP-level Evaluation
  
  Peter Golbus, Imed Zitouni, Jinyoung Kim, Ahmed Awadallah, Fernando Diaz
  
  The 23rd International World Wide Web Conference (WWW 2014) | April 2014
  
  Publication Publication
- Modeling Dwell Time to Predict Click-level Satsifaction
  
  Youngho Kim, Ahmed Awadallah, Ryen W. White, Imed Zitouni
  
  The 7th Annual International ACM Conference on Web Search and Data Mining (WSDM 2014) | February 2014
  
  Publication
- Struggling or Exploring? Disambiguating Search Sessions
  
  Ahmed Awadallah, Ryen W. White, Susan Dumais, Yi-Min Wang
  
  7th Annual International ACM Conference on Web Search and Data Mining (WSDM 2014) | February 2014
  
  Publication
- Beyond Clicks: Query Reformulation as a Predictor of Search Satisfaction
  
  Ahmed Awadallah, Xiaolin Shi, Nick Craswell, Bill Ramsey
  
  ACM International Conference on Information and Knowledge Management (CIKM) | October 2013
  
  Publication
- Identifying Web Search Query Reformulation using Concept based Matching
  
  Ahmed Awadallah
  
  October 2013
  
  Publication
- Personalized Models of Search Satisfaction
  
  Ahmed Awadallah, Ryen W. White
  
  October 2013
  
  Publication
- Toward Self-Correcting Search Engines: Using Underperforming Queries to Improve Search
  
  Yi-Min Wang, Ryen W. White, Ahmed Awadallah
  
  The 36th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2013). | July 2013
  
  Publication
- Enhancing Personalized Search by Mining and Modeling Task Behavior
  
  Wei Chu, Yang Song, Hongning Wang, Ryen W. White, Xiaodong He, Ahmed Awadallah
  
  International World Wide Web Conference (WWW) | May 2013
  
  Publication
- Playing by the Rules: Mining Query Associations to Predict Search Performance
  
  Youngho Kim, Ahmed Awadallah, Ryen W. White, Yi-Min Wang
  
  February 2013
  
  Publication
- Detecting Subgroups in Online Discussions by Modeling Positive and Negative Relations among Participants
  
  Ahmed Awadallah, Amjad Abu-Jbara
  
  Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning | July 2012
  
  Publication
- Extracting Signed Social Networks From Text
  
  Ahmed Awadallah, Amjad Abu-Jbara, Dragomir Radev
  
  Proceedings of the TextGraphs-7 Workshop at ACL | July 2012
  
  Publication
- AttitudeMiner: Mining Attitude from Online Discussions
  
  Amjad Abu-Jbara, Ahmed Awadallah, Dragomir Radev
  
  The North American Chapter of the Association of Computational Linguistics (NAACL 2012). | June 2012
  
  Publication
- A Deterministic Annealing Approach to Learning Bayesian Networks
  
  Ahmed Awadallah, Amir Atiya, Ihab Talkhan
  
  Artificial Intelligent Systems and Machine Learning | January 2012
  
  Publication
- A semi-supervised approach to modeling web search satisfaction
  
  Ahmed Awadallah
  
  The 35th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2012). | January 2012
  
  Publication
- Task Tours: Helping Users Tackle Complex Search Tasks
  
  Ahmed Awadallah, Ryen W. White
  
  CIKM '12 Proceedings of the 21st ACM international conference on Information and knowledge management | January 2012
  
  Publication
- A Task Level User Satisfaction Metric and its Application on Improving Relevance Estimation
  
  Ahmed Awadallah, Yang Song, Li-wei He
  
  ACM Conference on Information and Knowledge Management (CIKM) | October 2011
  
  Publication Publication
- Identifying the Semantic Orientation of Foreign Words
  
  Ahmed Awadallah, Amjad Abu-Jbara, Rahul Jha, Dragomir Radev
  
  Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics:shortpapers | June 2011
  
  Publication
- Improving Image Search based on User Created Communities
  
  Amruta Joshi, Junghoo Cho, Dragomir Radev, Ahmed Awadallah
  
  February 2011
  
  Publication
- The effect of linguistic constraints on the large scale organization of language
  
  Madhav Krishna, Ahmed Awadallah, Yang Liu, Dragomir Radev
  
  February 2011
  
  Publication
- What’s with the Attitude? Identifying Sentences with Attitude in Online Discussions
  
  Ahmed Awadallah, Vahed Qazvinian, Dragomir Radev
  
  Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing | October 2010
  
  Publication
- Identifying Text Polarity Using Random Walks
  
  Ahmed Awadallah, Dragomir Radev
  
  Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics | July 2010
  
  Publication
- Beyond DCG: User Behavior as a Predictor of a Successful Search
  
  Ahmed Awadallah, Rosie Jones, Kristina Lisa Klinkner
  
  WSDM '10 Proceedings of the third ACM international conference on Web search and data mining | February 2010
  
  Publication Publication Publication
- A Case Study of Using Geographic Cues to Predict Query News Intent
  
  Ahmed Awadallah, Rosie Jones, Fernando Diaz
  
  GIS '09 Proceedings of the 17th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems | November 2009
  
  Publication
- Content Based Recommendation and Summarization in the Blogosphere
  
  Ahmed Awadallah, Dragomir Radev, Junghoo Cho, Amruta Joshi
  
  Proceedings of the Third International ICWSM Conference (2009) | June 2009
  
  Publication
- Using Citations to Generate Surveys of Scientific Paradigms
  
  Saif Mohammad, Bonnie Dorr, Melissa Egan, Ahmed Awadallah, Pradeep Muthukrishan, Vahed Qazvinian, Dragomir Radev, David Zajic
  
  NAACL '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics | June 2009
  
  Publication
- Geographic Features in Web Search Retrieval
  
  Rosie Jones, Ahmed Awadallah, Fernando Diaz
  
  GIR '08 Proceedings of the 2nd international workshop on Geographic information retrieval | October 2008
  
  Publication Publication
- Tracking the Dynamic Evolution of Participant Salience in a Discussion
  
  Ahmed Awadallah, Anthony Fader, Michael H. Crespin, Kevin M. Quinn, Burt L. Monroe, Michael Colaresi, Dragomir R. Radev
  
  Association for Computational Linguistics | August 2008
  
  Publication
- Language Independent Text Correction using Finite State Automata
  
  Ahmed Awadallah, Sara Noeman, Hany Hassan Awadalla
  
  Proceedings of the Third International Joint Conference on Natural Language Processing: Volume-II | January 2008
  
  Publication
- Access to multilingual textual resources
  
  Ossama Emam, Ahmed Awadallah, Hany Hassan Awadalla
  
  November 2007
  
  US Patent US8204736B2
  
  Publication
- BioNoculars: Extracting Protein-Protein Interactions from Biomedical Text
  
  Amgad Madkour, Kareem Darwish, Hany Hassan Awadalla, Ahmed Awadallah, Ossama Emam
  
  BioNLP '07 Proceedings of the Workshop on BioNLP 2007: Biological, Translational, and Clinical Language Processing | June 2007
  
  Publication
- BioNoculars : Extracting relations between entities from biomedical documents using a fully unsupervised Statistical Approach
  
  Amgad Madkour, Hany Hassan Awadalla, Ahmed Awadallah, Ossama Emam
  
  ACL BioNLP | May 2007
  
  Publication
- Improving Named Entity Translation by Exploiting Comparable and Parallel Corpora
  
  Ahmed Awadallah, Haytham Fahmy, Hany Hassan Awadalla
  
  January 2007
  
  Publication
- Unsupervised Information Extraction Approach Using Graph Mutual Reinforcement
  
  Hany Hassan Awadalla, Ahmed Awadallah, Ossama Emam
  
  Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing (EMNLP 2006) | November 2006
  
  Publication
- A Graph Based Semi-Supervised Approach for Information Extraction.
  
  Hany Hassan Awadalla, Ahmed Awadallah, Sara Noeman
  
  TextGraphs-1 Proceedings of the First Workshop on Graph Based Methods for Natural Language Processing | June 2006
  
  Publication

- Sample More to Think Less: Group Filtered Policy Optimization for Concise Reasoning
  
  Vaishnavi Shrivastava, Ahmed Awadallah, Vidhisha Balachandran, Harkirat Behl, Dimitris Papailiopoulos
  
  August 2025
  
  Publication
- Phi-4-reasoning Technical Report
  
  Marah Abdin, Sahaj Agarwal, Sahaj Agarwal, Ahmed Awadallah, Vidhisha Balachandran, Harkirat Behl, Lingjiao Chen (lingjiaochen), Gustavo de Rosa, Suriya Gunasekar, Mojan Javaheripi, Neel Joshi, Piero Kauffmann, Yash Lara, Caio César Teodoro Mendes, Arindam Mitra, Besmira Nushi, Dimitris Papailiopoulos, Olli Saarikivi, Shital Shah, Vaishnavi Shrivastava, Vibhav Vineet, Yue Wu, Safoora Yousefi, Guoqing Zheng
  
  April 2025
  
  PDF Télécharger
- Explorer: Scaling Exploration-driven Web Trajectory Synthesis for Multimodal Web Agents
  
  Vardaan Pahuja, Yadong Lu, Corby Rosset, Boyu Gou, Arindam Mitra, Spencer Whitehead, Yu Su, Ahmed Awadallah
  
  February 2025
  
  Preprint
- Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks
  
  Adam Fourney, Gagan Bansal, Hussein Mozannar, Cheng Tan, Eduardo Salinas, Erkang (Eric) Zhu, Friederike Niedtner, Grace Proebsting, Griffin Bassman, Jack Gerrits, Jacob Alber, Peter Chang, Ricky Loynd, Robert West, Victor Dibia, Ahmed Awadallah, Ece Kamar, Rafah Hosn, Saleema Amershi
  
  MSR-TR-2024-47 | November 2024
  
  Publié par Microsoft
  
  Preprint Télécharger
- Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone
  
  Marah I Abdin, Sam Ade Jacobs, Ammar Ahmad Awan, Jyoti Aneja, Ahmed Awadallah, Hany Hassan Awadalla, Nguyen Bach, Amit Bahree, Arash Bakhtiari, Harkirat Behl, Alon Benhaim, Misha Bilenko, Johan Bjorck, Sébastien Bubeck, Martin Cai, Caio César Teodoro Mendes, Weizhu Chen, Vishrav Chaudhary, Parul Chopra, Allie Del Giorno, Gustavo de Rosa, Matthew Dixon, Ronen Eldan, Dan Iter, Abhishek Goswami, Suriya Gunasekar, Emman Haider, Junheng Hao, Russell J. Hewett, Jamie Huynh, Mojan Javaheripi, Xin Jin, Piero Kauffmann, Nikos Karampatziakis, Dongwoo Kim, Mahmoud Khademi, Lev Kurilenko, James R. Lee, Yin Tat Lee, Yuanzhi Li, Chen Liang, Weishung Liu, Xihui (Eric) Lin, Zeqi Lin, Piyush Madan, Arindam Mitra, Hardik Modi, Anh Nguyen, Brandon Norick, Barun Patra, Daniel Perez-Becker, Thomas Portet, Reid Pryzant, Heyang Qin, Marko Radmilac, Corby Rosset, Sambudha Roy, Olli Saarikivi, Amin Saied, Adil Salim, Michael Santacroce, Shital Shah, Ning Shang, Hiteshi Sharma, Xia Song, Olatunji Ruwase, Xin Wang, Rachel Ward, Guanhua Wang, Philipp Witte, Michael Wyatt, Can Xu, Jiahang Xu, Weijian Xu, Sonali Yadav, Fan Yang, Ziyi Yang, Donghan Yu, Chengruidong Zhang, Cyril Zhang, Jianwen Zhang, Li Lyna Zhang, Yi Zhang, Yunan Zhang, Xiren Zhou
  
  MSR-TR-2024-12 | August 2024
  
  Publié par Microsoft
  
  Publication Vidéo Télécharger Projet
- AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation
  
  Qingyun Wu, Gagan Bansal, Jieyu Zhang, Yiran Wu, Beibin Li, Erkang (Eric) Zhu, Li Jiang, Xiaoyun Zhang, Shaokun Zhang, Ahmed Awadallah, Ryen W. White, Doug Burger, Chi Wang
  
  COLM 2024 | August 2024
  
  Best Paper, LLM Agents Workshop ICLR'24
  
  Publication Vidéo Vidéo Vidéo Projet
- OmniParser for Pure Vision Based GUI Agent
  
  Yadong Lu, Jianwei Yang, Yelong Shen, Ahmed Awadallah
  
  July 2024
  
  DOI Publication Publication Télécharger
- AgentInstruct: Toward Generative Teaching with Agentic Flows
  
  Arindam Mitra, Luciano Del Corro, Guoqing Zheng, Shweti Mahajan, Dany Rouhana, Andres Codas, Yadong Lu, Wei-ge Chen, Olga Vrousgou, Corby Rosset, Fillipe Silva, Hamed Khanpour, Yash Lara, Ahmed Awadallah
  
  July 2024
  
  PDF Publication Vidéo Projet Projet
- Hybrid LLM: Cost-Efficient and Quality-Aware Query Routing
  
  Dujian Ding, Ankur Mallick, Chi Wang, Robert Sim, Subhabrata Mukherjee, Victor Ruehle, Laks V. S. Lakshmanan, Ahmed Awadallah
  
  ICLR 2024 | February 2024
  
  Publication
- Orca-Math: Unlocking the potential of SLMs in Grade School Math
  
  Arindam Mitra, Hamed Khanpour, Corby Rosset, Ahmed Awadallah
  
  February 2024
  
  Publication
- Axiomatic Preference Modeling for Longform Question Answering
  
  Corby Rosset, Guoqing Zheng, Victor Dibia, Ahmed Awadallah, Paul Bennett
  
  The 2023 Conference on Empirical Methods in Natural Language Processing | December 2023
  
  Publication
- Orca-2: Teaching Small Language Models How to Reason
  
  Arindam Mitra, Luciano Del Corro, Shweti Mahajan, Andres Codas, Clarisse Simoes Ribeiro, Sahaj Agrawal, Xuxi Chen, Anastasia Razdaibiedina, Erik Jones, Kriti Aggarwal, Hamid Palangi, Guoqing Zheng, Corby Rosset, Hamed Khanpour, Ahmed Awadallah
  
  November 2023
  
  PDF Vidéo Télécharger Télécharger Projet
- Teaching Language Models to Hallucinate Less with Synthetic Tasks
  
  Erik Jones, Hamid Palangi, Clarisse Simoes Ribeiro, Varun Chandrasekaran, Subhabrata (Subho) Mukherjee, Arindam Mitra, Ahmed Awadallah, Ece Kamar
  
  ICLR 2024 | October 2023
  
  DOI PDF
- Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation
  
  Chen Dun, Mirian Hipolito Garcia, Guoqing Zheng, Ahmed Awadallah, Anastasios Kyrillidis, Robert Sim
  
  ArXiv | October 2023, Vol abs/2310.02842
  
  DOI Publication Publication Publication
- Orca: Progressive Learning from Complex Explanation Traces of GPT-4
  
  Subhabrata (Subho) Mukherjee, Arindam Mitra, Ganesh Jawahar, Sahaj Agarwal, Hamid Palangi, Ahmed Awadallah
  
  arXiv: Computation and Language | June 2023
  
  PDF Publication Vidéo Projet
- DSEE: Dually Sparsity-embedded Efficient Tuning of Pre-trained Language Models
  
  Xuxi Chen, Tianlong Chen, Yu Cheng, Wei Chen, Zhangyang Wang, Ahmed Awadallah
  
  ACL 2023 | May 2023
  
  Publication Projet
- Logical Transformers: Infusing Logical Structures into Pre-Trained Language Models
  
  Borui Wang, Qiuyuan Huang, Budhaditya Deb, Aaron L Halfaker, Liqun Shao, Daniel McDuff, Ahmed Awadallah, Dragomir Radev, Jianfeng Gao
  
  Proceedings of ACL 2023 | May 2023
  
  Publication Publication Projet Projet
- AutoMoE: Neural Architecture Search for Efficient Sparsely Activated Transformers
  
  Ganesh Jawahar, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Young Jin Kim, Muhammad Abdul-Mageed, Laks V. S. Lakshmanan, Ahmed Awadallah, Sébastien Bubeck, Jianfeng Gao
  
  ACL | May 2023
  
  Publication Projet
- Cost-Effective Hyperparameter Optimization for Large Language Model Generation Inference
  
  Chi Wang, Susan Xueqing Liu, Ahmed Awadallah
  
  March 2023
  
  Publication Github Github Projet Projet
- AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning
  
  Yaqing Wang, Sahaj Agarwal, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Jing Gao, Ahmed Awadallah, Jianfeng Gao
  
  EMNLP | December 2022
  
  Publication Projet
- Boosting Natural Language Generation from Instructions with Meta-Learning
  
  Budhaditya Deb, Guoqing Zheng, Ahmed Awadallah
  
  EMNLP | December 2022
  
  Publication
- AutoDistil: Few-shot Task-agnostic Neural Architecture Search for Distilling Large Language Models
  
  Dongkuan Xu, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Debadeepta Dey, Wenhui Wang, Xiang Zhang, Ahmed Awadallah, Jianfeng Gao
  
  NeurIPS 2022 | December 2022
  
  Publication Publication Projet Projet
- The Principle of Diversity: Training Stronger Vision Transformers Calls for Reducing All Levels of Redundancy
  
  Tianlong Chen, Zhenyu Zhang, Yu Cheng, Ahmed Awadallah, Zhangyang Wang
  
  CVPR 2022 | July 2022
  
  Publication
- WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding
  
  Guoqing Zheng, Giannis Karamanolakis, Kai Shu, Ahmed Awadallah
  
  NAACL 2022 | May 2022
  
  Publication Github Projet
- Sparsely Activated Mixture-of-Experts are Robust Multi-Task Learners
  
  Shashank Gupta, Subhabrata (Subho) Mukherjee, Krishan Subudhi, Eduardo Gonzalez, Damien Jose, Ahmed Awadallah, Jianfeng Gao
  
  ArXiv | April 2022
  
  Publication
- Knowledge Infused Decoding
  
  Ruibo Liu, Guoqing Zheng, Shashank Gupta, Radhika Gaonkar, Chongyang Gao, Soroush Vosoughi, Milad Shokouhi, Ahmed Awadallah
  
  ICLR 2022 | April 2022
  
  Publication Github
- LiST: Lite Prompted Self-training Makes Parameter-efficient Few-shot Learners
  
  Yaqing Wang, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Jing Gao, Ahmed Awadallah, Jianfeng Gao
  
  NAACL 2022 | April 2022
  
  Publication Github Projet Projet
- Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models
  
  Boxin Wang, Chejian Xu, Shuohang Wang, Zhe Gan, Yu Cheng, Jianfeng Gao, Ahmed Awadallah, Bo Li
  
  35th Annual Conference on Neural Information Processing System (NeurIPS 2021) | December 2021
  
  Publication
- CLUES: Few-Shot Learning Evaluation in Natural Language Understanding
  
  Subhabrata (Subho) Mukherjee, Xiaodong Liu, Guoqing Zheng, Saghar Hosseini, Hao Cheng, Greg Yang, Chris Meek, Ahmed Awadallah, Jianfeng Gao
  
  NeurIPS 2021 | December 2021
  
  Publication Github Projet
- Fairness via Representation Neutralization
  
  Mengnan Du, Subhabrata (Subho) Mukherjee, Guanchu Wang, Ruixiang Tang, Ahmed Awadallah, Xia Hu
  
  NeurIPS 2021 | December 2021
  
  Publication Projet
- Meta Self-training for Few-shot Neural Sequence Labeling
  
  Yaqing Wang, Subhabrata (Subho) Mukherjee, Haoda Chu, Yuancheng Tu, Ming Wu, Jing Gao, Ahmed Awadallah
  
  SIGKDD 2021 (Research Track) | August 2021
  
  Publication Github Projet
- NL-EDIT: Correcting Semantic Parse Errors through Natural Language Interaction
  
  Ahmed Elgohary, Chris Meek, Matthew Richardson, Adam Fourney, Gonzalo Ramos, Ahmed Awadallah
  
  NAACL 2021 | June 2021
  
  Publication Projet
- Structure-Grounded Pretraining for Text-to-SQL
  
  Xiang Deng, Ahmed Awadallah, Chris Meek, Alex Polozov, Huan Sun, Matthew Richardson
  
  NAACL 2021 | June 2021
  
  PDF Publication Projet
- MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning
  
  Mengzhou Xia, Guoqing Zheng, Subhabrata (Subho) Mukherjee, Milad Shokouhi, Graham Neubig, Ahmed Awadallah
  
  NAACL 2021 | May 2021
  
  Publication Github Projet
- SCoRe: Pre-Training for Context Representation in Conversational Semantic Parsing
  
  Tao Yu, Rui Zhang, Alex Polozov, Chris Meek, Ahmed Awadallah
  
  ICLR | May 2021
  
  Publication Projet
- QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization
  
  Ming Zhong, Da Yin, Tao Yu, Ahmad Zaidi, Mutethia Mutuma, Rahul Jha, Ahmed Awadallah, Asli Celikyilmaz, Yang Liu, Xipeng Qiu, Dragomir R. Radev
  
  NAACL | April 2021
  
  Publication
- Meta Label Correction for Noisy Label Learning
  
  Guoqing Zheng, Ahmed Awadallah, Susan Dumais
  
  AAAI 2021 | February 2021
  
  PDF Github Projet Projet
- Leveraging Structured Metadata for Improving Question Answering on the Web
  
  Xinya Du, Adam Fourney, Robert Sim, Paul Bennett, Claire Cardie, Ahmed Awadallah
  
  AACL 2020 | December 2020
  
  Publication
- Uncertainty-aware Self-training for Few-shot Text Classification
  
  Subhabrata (Subho) Mukherjee, Ahmed Awadallah
  
  NeurIPS 2020 (Spotlight) | December 2020
  
  Publication Github Projet
- Proceedings of the First Workshop on Natural Language Interfaces
  
  Ahmed Awadallah, Yu Su, Huan Sun, Scott Wen-tau Yih
  
  Association for Computational Linguistics | July 2020
  
  Publication Projet
- Speak to your parser: Interactive Text-to-SQL with natural language feedback
  
  Ahmed Elgohary, Saghar Hosseini, Ahmed Awadallah
  
  Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020
  
  Publication Github Projet
- Smart To-Do : Automatic Generation of To-Do List from Emails
  
  Sudipto Mukherjee, Subhabrata (Subho) Mukherjee, Marcello Hasegawa, Ahmed Awadallah, Ryen W. White
  
  Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020
  
  Publication
- Gender Bias in Multilingual Embeddings and Cross-Lingual Transfer
  
  Jieyu Zhao, Subhabrata (Subho) Mukherjee, Saghar Hosseini, Kai-Wei Chang, Ahmed Awadallah
  
  Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020
  
  Publication Projet
- XtremeDistil: Multi-stage Distillation for Massive Multilingual Models
  
  Subhabrata (Subho) Mukherjee, Ahmed Awadallah
  
  Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020
  
  Publication Github Projet Projet
- Detecting Fake News with Weak Supervision
  
  Kai Shu, Ahmed Awadallah, Susan Dumais, Huan Liu
  
  IEEE Intelligent Systems | May 2020
  
  Publication
- Leveraging Multi-Source Weak Social Supervision for Early Detection of Fake News
  
  Kai Shu, Guoqing Zheng, Yichuan Li, Subhabrata (Subho) Mukherjee, Ahmed Awadallah, Scott Ruston, Huan Liu
  
  European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2020) | April 2020
  
  Publication Github Projet Projet
- Understanding User Behavior For Document Recommendation
  
  Xuhai Xu, Ahmed Awadallah, Susan Dumais, Farheen Omar, Bogdan Popp, Robert Rounthwaite, Farnaz Jahanbakhsh
  
  The Web Conference (WWW 2020) | April 2020
  
  Publication
- Effects of Past Interactions on User Experience with Recommended Documents
  
  Farnaz Jahanbakhsh, Ahmed Awadallah, Susan Dumais, Xuhai Xu
  
  ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR) | March 2020
  
  Publication
- On Domain Transfer When Predicting Intent in Text
  
  Petar Stojanov, Ahmed Awadallah, Paul Bennett, Saghar Hosseini
  
  NeurIPS Workshop on Document Intelligence | December 2019
  
  Publication
- Meta Label Correction for Learning with Weak Supervision
  
  Guoqing Zheng, Ahmed Awadallah, Susan Dumais
  
  1911.03809 | November 2019
  
  Publié par arXiv
  
  Publication
- Distilling BERT into Simple Neural Network with Unlabeled Transfer Data
  
  Subhabrata (Subho) Mukherjee, Ahmed Awadallah
  
  ArXiv | October 2019
  
  Publication Projet
- Multi-Source Cross-Lingual Model Transfer: Learning What to Share
  
  Xilun Chen, Ahmed Awadallah, Hany Hassan Awadalla, Wei Wang, Claire Cardie
  
  The 57th Annual Meeting of the Association for Computational Linguistics (ACL) | July 2019
  
  Publication Github
- Context-Aware Intent Identification in Email Conversations
  
  Wei Wang, Saghar Hosseini, Ahmed Awadallah, Paul Bennett, Chris Quirk
  
  Proceedings of the 42nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019) | July 2019
  
  Publication
- Task Completion Detection
  
  Ryen W. White, Ahmed Awadallah, Robert Sim
  
  Proceedings of the 42nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019) | July 2019
  
  Publication
- Exploring User Behavior in Email Re-Finding Tasks
  
  Joel Mackenzie, Kshitiz Gupta, Fang Qiao, Ahmed Awadallah, Milad Shokouhi
  
  The 28th International Web Conference (WWW 2019) | May 2019
  
  Publication
- Email Triage: Challenges and Opportunities
  
  Bahar Sarrafzadeh, Ahmed Awadallah, Milad Shokouhi
  
  ACM SIGIR Conference on Human Information Interaction and Retrievak (CHIIR) | March 2019
  
  Publication
- Learning About Work Tasks to Inform Intelligent Assistant Design
  
  Johanne R. Trippas, Damiano Spina, Falk Scholer, Ahmed Awadallah, Peter Bailey, Paul Bennett, Ryen W. White, Jonathan Liono, Yongli Ren, Flora D. Salim, Mark Sanderson
  
  The Fourth ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR 2019) | March 2019
  
  Publication
- Task Duration Estimation
  
  Ryen W. White, Ahmed Awadallah
  
  The Twelfth International Conference on Web Search and Data Mining (WSDM) | February 2019
  
  Publication
- Characterizing and Predicting Email Deferral Behaviour
  
  Bahar Sarrafzadeh, Ahmed Awadallah, Christopher Lin, CJ Lee, Milad Shokouhi, Susan Dumais
  
  The Twelfth International Conference on Web Search and Data Mining (WSDM) | February 2019
  
  Publication
- Zero-Resource Multilingual Model Transfer
  
  Xilun Xhen, Ahmed Awadallah, Hany Hassan Awadalla, Wei Wang
  
  arXiv:1810.03552 | February 2019
  
  Publication
- Task Intelligence Workshop @ WSDM 2019
  
  Ahmed Awadallah, Cathal Gurrin, Mark Sanderson, Ryen W. White
  
  The International Conference on Web Search and Data Mining (WSDM 2019). | February 2019
  
  Publication
- Adversarial Training for Community Question Answer Selection Based on Multi-scale Matching
  
  Xiao Yang, Miaosen Wang, Madian Khabsa, Wei Wang, Ahmed Awadallah
  
  AAAI Conference on Artificial Intelligence | January 2019
  
  Publication
- Natural Language Interfaces with Fine-Grained User Interaction: A Case Study on Web APIs
  
  Yu Su, Ahmed Awadallah, Miaosen Wang, Ryen W. White
  
  Proceedings of the 41th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018) | July 2018
  
  Publication Publication Projet
- Characterizing and Supporting Question Answering in Human-to-Human Communication
  
  X. Yang, Ahmed Awadallah, Madian Khabsa, Wei Wang, Miaosen Wang
  
  Proceedings of the 41th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018) | June 2018
  
  DOI Publication
- Identifying Task Boundaries in Digital Assistants
  
  Madian Khabsa, Ahmed El Kholy, Ahmed Awadallah, Imed Zitouni, Milad Shokouhi
  
  Companion Proceedings of the The Web Conference 2018 | April 2018
  
  DOI Publication Publication
- The Lifetime of Email Messages: A Large-Scale Analysis of Email Revisitation
  
  Tarfah Alrashed, Ahmed Awadallah, Susan Dumais
  
  In Proceedings of the 2018 ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR) | March 2018
  
  Publication
- LearnIR: WSDM 2018 Workshop on Learning from User Interactions
  
  Rishabh Mehrotra, Ahmed Awadallah, Emine Yilmaz
  
  The International Conference on Web Search and Data Mining (WSDM 2018). | February 2018
  
  Publication
- Actionable Email Intent Modeling with Reparametrized RNNs
  
  Chu-Cheng Lin, Dongyeop Kang, Michael Gamon, Madian Khabsa, Ahmed Awadallah, Patrick Pantel
  
  AAAI | December 2017
  
  Publication Publication
- Building Natural Language Interfaces to Web APIs
  
  Yu Su, Ahmed Awadallah, Madian Khabsa, Patrick Pantel, Michael Gamon
  
  In Proceedings of the 26th ACM international conference on Information and knowledge management (CIKM '17) | December 2017
  
  Publication Publication Télécharger Projet
- Characterizing and Predicting Enterprise Email Reply Behavior
  
  Liu Yang, Susan Dumais, Paul Bennett, Ahmed Awadallah
  
  Proceedings of the 40th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017) | December 2017
  
  Publication Publication
- Deep Sequential Models for Task Satisfaction Prediction
  
  Rishabh Mehrotra, Ahmed Awadallah, Emine Yilmaz, Milad Shokouhi, Imed Zitouni, Ahmed El Kholy, Madian Khabsa
  
  The 26th ACM Conference on Information and Knowledge Management (CIKM 2017) | November 2017
  
  Publication
- Self-Es: The Role of Emails-to-Self in Personal Information Management
  
  Horatiu Bota, Paul N. Bennett, Ahmed Awadallah, Susan T. Dumais
  
  Proceedings of the 2nd ACM Conference on Human Information Interaction and Retrieval (CHIIR '17) | November 2017
  
  Publication Publication Projet
- Understanding User Satisfaction with Intelligent Assistants
  
  Julia Kiseleva, Kyle Williams, Jiepu Jiang, Ahmed Awadallah, Imed Zitouni, Aidan Crook , Tasos Anastasakos
  
  The ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR 2016) | June 2016
  
  Publication Publication
- Is This Your Final Answer? Evaluating the Effect of Answers on Good Abandonment in Mobile Search
  
  Kyle Williams, Julia Kiseleva, Aidan Crook, Ahmed Awadallah, Imed Zitouni, Madian Khabsa
  
  The 39th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2016). | June 2016
  
  Publication
- Predicting User Satisfaction with Intelligent Assistants
  
  Julia Kiseleva, Kyle Williams , Ahmed Awadallah, Aidan Crook, Imed Zitouni, Tasos Anastasakos
  
  The 39th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2016) | June 2016
  
  Publication Publication
- Detecting Good Abandonment in Mobile Search
  
  Kyle Williams, Julia Kiseleva, Imed Zitouni, Ahmed Awadallah, Aidan Crook, Madian Khabsa, Tasos Anastasakos
  
  The 25th International World Wide Web Conference (WWW 2016) | April 2016
  
  Publication Publication
- Characterizing and Predicting Voice Query Reformulation
  
  Ahmed Awadallah, Ranjitha Gurunath Kulkarni, Umut Ozertem, Rosie Jones
  
  The 24th ACM International Conference on Information and Knowledge Management (CIKM 2015) | October 2015
  
  Publication Publication
- Struggling and Success in Web Search
  
  Dan Odijk, Ryen W. White, Ahmed Awadallah, Susan Dumais
  
  The 24th ACM International Conference on Information and Knowledge Management (CIKM 2015) | October 2015
  
  Best Student Paper
  
  Publication
- Personalizing Search on Shared Devices
  
  Ryen W. White, Ahmed Awadallah
  
  June 2015 | édition The 38th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2015)
  
  The 38th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2015)
  
  Publication
- Understanding and Predicting Graded Search Satisfaction
  
  Jiepu Jiang, Ahmed Awadallah, Xiaolin Shi, Ryen W. White
  
  The 8th International ACM Conference on Web Search and Data Mining (WSDM 2015) | June 2015
  
  Publication Publication
- Automatic Online Evaluation of Intelligent Personal Assistants
  
  Jiepu Jiang, Ahmed Awadallah, Rosie Jones, Umut Ozertem, Imed Zitouni, Ranjitha Gurunath Kulkarni , Omar Zia Khan
  
  The 24th International World Wide Web Conference (WWWW 2015) | May 2015
  
  Publication
- Content Bias in Online Health Search
  
  Ryen W. White, Ahmed Awadallah
  
  ACM Transations on the Web (TWEB) | October 2014, Vol 8
  
  Publication Publication
- A Random Walk based Model for Identifying Semantic Orientation
  
  Ahmed Awadallah, Amjad Abu-Jbara, Wanchen Lu, Dragomir R. Radev
  
  Computational Linguistics | September 2014
  
  Publication Publication
- Enhancing Personalization via Search Activity Attribution
  
  Adish Singla, Ryen W. White, Ahmed Awadallah, Eric Horvitz
  
  The 36th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2014) | July 2014
  
  Publication Publication
- Comparing Client and Server Dwell Time Estimates for Click-Level Satisfaction Prediction
  
  Youngho Kim, Ahmed Awadallah, Ryen W. White, Imed Zitouni
  
  The 36th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2014) | July 2014
  
  Publication Publication
- Context-Aware Web Search Abandonment Prediction
  
  Yang Song, Xiaolin Shi, Ryen W. White, Ahmed Awadallah
  
  ACM SIGIR 2014 | July 2014
  
  ACM SIGIR 2014
  
  Publication
- Modeling Action-level Satisfaction for Search Task Satisfaction Prediction
  
  Hongning Wang, Yang Song, Ming-Wei Chang, Xiaodong He, Ahmed Awadallah, Ryen W. White
  
  ACM SIGIR 2014 | July 2014
  
  ACM SIGIR 2014
  
  Publication
- From Devices to People: Attribution of Search Activity in Multi-User Settings
  
  Ryen W. White, Ahmed Awadallah, Adish Singla , Eric Horvitz
  
  The 23rd International World Wide Web Conference (WWW 2014) | June 2014
  
  Publication Publication
- Machine Assisted Search Preference Evaluation
  
  Ahmed Awadallah, Imed Zitouni
  
  The 23rd ACM Conference on Information and Knowledge Management (CIKM 2014). | June 2014
  
  Publication Publication
- Extracting Signed Social Networks From Text
  
  Ahmed Awadallah, Amjad Abu-Jbara, Dragomir Radev
  
  Proceedings of the TextGraphs-7 Workshop at ACL | July 2012
  
  Publication
- Detecting Subgroups in Online Discussions by Modeling Positive and Negative Relations among Participants
  
  Ahmed Awadallah, Amjad Abu-Jbara
  
  Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning | July 2012
  
  Publication
- AttitudeMiner: Mining Attitude from Online Discussions
  
  Amjad Abu-Jbara, Ahmed Awadallah, Dragomir Radev
  
  The North American Chapter of the Association of Computational Linguistics (NAACL 2012). | June 2012
  
  Publication
- A Deterministic Annealing Approach to Learning Bayesian Networks
  
  Ahmed Awadallah, Amir Atiya, Ihab Talkhan
  
  Artificial Intelligent Systems and Machine Learning | January 2012
  
  Publication
- A semi-supervised approach to modeling web search satisfaction
  
  Ahmed Awadallah
  
  The 35th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2012). | January 2012
  
  Publication
- Identifying the Semantic Orientation of Foreign Words
  
  Ahmed Awadallah, Amjad Abu-Jbara, Rahul Jha, Dragomir Radev
  
  Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics:shortpapers | June 2011
  
  Publication
- Improving Image Search based on User Created Communities
  
  Amruta Joshi, Junghoo Cho, Dragomir Radev, Ahmed Awadallah
  
  February 2011
  
  Publication
- The effect of linguistic constraints on the large scale organization of language
  
  Madhav Krishna, Ahmed Awadallah, Yang Liu, Dragomir Radev
  
  February 2011
  
  Publication
- What’s with the Attitude? Identifying Sentences with Attitude in Online Discussions
  
  Ahmed Awadallah, Vahed Qazvinian, Dragomir Radev
  
  Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing | October 2010
  
  Publication
- Identifying Text Polarity Using Random Walks
  
  Ahmed Awadallah, Dragomir Radev
  
  Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics | July 2010
  
  Publication
- Content Based Recommendation and Summarization in the Blogosphere
  
  Ahmed Awadallah, Dragomir Radev, Junghoo Cho, Amruta Joshi
  
  Proceedings of the Third International ICWSM Conference (2009) | June 2009
  
  Publication
- Access to multilingual textual resources
  
  Ossama Emam, Ahmed Awadallah, Hany Hassan Awadalla
  
  November 2007
  
  US Patent US8204736B2
  
  Publication
- BioNoculars : Extracting relations between entities from biomedical documents using a fully unsupervised Statistical Approach
  
  Amgad Madkour, Hany Hassan Awadalla, Ahmed Awadallah, Ossama Emam
  
  ACL BioNLP | May 2007
  
  Publication
- Unsupervised Information Extraction Approach Using Graph Mutual Reinforcement
  
  Hany Hassan Awadalla, Ahmed Awadallah, Ossama Emam
  
  Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing (EMNLP 2006) | November 2006
  
  Publication
- A Graph Based Semi-Supervised Approach for Information Extraction.
  
  Hany Hassan Awadalla, Ahmed Awadallah, Sara Noeman
  
  TextGraphs-1 Proceedings of the First Workshop on Graph Based Methods for Natural Language Processing | June 2006
  
  Publication
- Explorer: Scaling Exploration-driven Web Trajectory Synthesis for Multimodal Web Agents
  
  Vardaan Pahuja, Yadong Lu, Corby Rosset, Boyu Gou, Arindam Mitra, Spencer Whitehead, Yu Su, Ahmed Awadallah
  
  February 2025
  
  Preprint
- The Principle of Diversity: Training Stronger Vision Transformers Calls for Reducing All Levels of Redundancy
  
  Tianlong Chen, Zhenyu Zhang, Yu Cheng, Ahmed Awadallah, Zhangyang Wang
  
  CVPR 2022 | July 2022
  
  Publication
- Explorer: Scaling Exploration-driven Web Trajectory Synthesis for Multimodal Web Agents
  
  Vardaan Pahuja, Yadong Lu, Corby Rosset, Boyu Gou, Arindam Mitra, Spencer Whitehead, Yu Su, Ahmed Awadallah
  
  February 2025
  
  Preprint
- AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation
  
  Qingyun Wu, Gagan Bansal, Jieyu Zhang, Yiran Wu, Beibin Li, Erkang (Eric) Zhu, Li Jiang, Xiaoyun Zhang, Shaokun Zhang, Ahmed Awadallah, Ryen W. White, Doug Burger, Chi Wang
  
  COLM 2024 | August 2024
  
  Best Paper, LLM Agents Workshop ICLR'24
  
  Publication Vidéo Vidéo Vidéo Projet
- Logical Transformers: Infusing Logical Structures into Pre-Trained Language Models
  
  Borui Wang, Qiuyuan Huang, Budhaditya Deb, Aaron L Halfaker, Liqun Shao, Daniel McDuff, Ahmed Awadallah, Dragomir Radev, Jianfeng Gao
  
  Proceedings of ACL 2023 | May 2023
  
  Publication Publication Projet Projet
- Effects of Past Interactions on User Experience with Recommended Documents
  
  Farnaz Jahanbakhsh, Ahmed Awadallah, Susan Dumais, Xuhai Xu
  
  ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR) | March 2020
  
  Publication
- Learning About Work Tasks to Inform Intelligent Assistant Design
  
  Johanne R. Trippas, Damiano Spina, Falk Scholer, Ahmed Awadallah, Peter Bailey, Paul Bennett, Ryen W. White, Jonathan Liono, Yongli Ren, Flora D. Salim, Mark Sanderson
  
  The Fourth ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR 2019) | March 2019
  
  Publication
- Self-Es: The Role of Emails-to-Self in Personal Information Management
  
  Horatiu Bota, Paul N. Bennett, Ahmed Awadallah, Susan T. Dumais
  
  Proceedings of the 2nd ACM Conference on Human Information Interaction and Retrieval (CHIIR '17) | November 2017
  
  Publication Publication Projet
- Axiomatic Preference Modeling for Longform Question Answering
  
  Corby Rosset, Guoqing Zheng, Victor Dibia, Ahmed Awadallah, Paul Bennett
  
  The 2023 Conference on Empirical Methods in Natural Language Processing | December 2023
  
  Publication
- Orca-2: Teaching Small Language Models How to Reason
  
  Arindam Mitra, Luciano Del Corro, Shweti Mahajan, Andres Codas, Clarisse Simoes Ribeiro, Sahaj Agrawal, Xuxi Chen, Anastasia Razdaibiedina, Erik Jones, Kriti Aggarwal, Hamid Palangi, Guoqing Zheng, Corby Rosset, Hamed Khanpour, Ahmed Awadallah
  
  November 2023
  
  PDF Vidéo Télécharger Télécharger Projet
- Orca: Progressive Learning from Complex Explanation Traces of GPT-4
  
  Subhabrata (Subho) Mukherjee, Arindam Mitra, Ganesh Jawahar, Sahaj Agarwal, Hamid Palangi, Ahmed Awadallah
  
  arXiv: Computation and Language | June 2023
  
  PDF Publication Vidéo Projet
- Logical Transformers: Infusing Logical Structures into Pre-Trained Language Models
  
  Borui Wang, Qiuyuan Huang, Budhaditya Deb, Aaron L Halfaker, Liqun Shao, Daniel McDuff, Ahmed Awadallah, Dragomir Radev, Jianfeng Gao
  
  Proceedings of ACL 2023 | May 2023
  
  Publication Publication Projet Projet
- AutoMoE: Neural Architecture Search for Efficient Sparsely Activated Transformers
  
  Ganesh Jawahar, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Young Jin Kim, Muhammad Abdul-Mageed, Laks V. S. Lakshmanan, Ahmed Awadallah, Sébastien Bubeck, Jianfeng Gao
  
  ACL | May 2023
  
  Publication Projet
- What do Compressed Large Language Models Forget? Robustness Challenges in Model Compression
  
  Mengnan Du, Subhabrata (Subho) Mukherjee, Yu Cheng, Milad Shokouhi, Xia Hu, Ahmed Awadallah
  
  EACL | April 2023
  
  Publication Projet Projet Projet
- AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning
  
  Yaqing Wang, Sahaj Agarwal, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Jing Gao, Ahmed Awadallah, Jianfeng Gao
  
  EMNLP | December 2022
  
  Publication Projet
- Leveraging Locality in Abstractive Text Summarization
  
  Yixin Liu, Ansong Ni, Linyong Nan, Budhaditya Deb, Chenguang Zhu, Ahmed Awadallah, Dragomir Radev
  
  EMNLP 2022 | December 2022
  
  Publication Publication
- AutoDistil: Few-shot Task-agnostic Neural Architecture Search for Distilling Large Language Models
  
  Dongkuan Xu, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Debadeepta Dey, Wenhui Wang, Xiang Zhang, Ahmed Awadallah, Jianfeng Gao
  
  NeurIPS 2022 | December 2022
  
  Publication Publication Projet Projet
- WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding
  
  Guoqing Zheng, Giannis Karamanolakis, Kai Shu, Ahmed Awadallah
  
  NAACL 2022 | May 2022
  
  Publication Github Projet
- Summ^N: A Multi-Stage Summarization Framework for Long Input Dialogues and Documents
  
  Yusen Zhang, Ansong Ni, Ziming Mao, Chen Henry Wu, Chenguang Zhu, Budhaditya Deb, Ahmed Awadallah, Dragomir Radev, Rui Zhang
  
  ACL 2022 | May 2022
  
  Publication
- DYLE: Dynamic Latent Extraction for Abstractive Long-Input Summarization
  
  Ziming Mao, Chen Henry Wu, Ansong Ni, Yushen Zhang, Rui Zhang, Tao Yu, Budhaditya Deb, Chenguang Zhu, Ahmed Awadallah, Dragomir Radev
  
  ACL 2022 | May 2022
  
  Publication
- Sparsely Activated Mixture-of-Experts are Robust Multi-Task Learners
  
  Shashank Gupta, Subhabrata (Subho) Mukherjee, Krishan Subudhi, Eduardo Gonzalez, Damien Jose, Ahmed Awadallah, Jianfeng Gao
  
  ArXiv | April 2022
  
  Publication
- Knowledge Infused Decoding
  
  Ruibo Liu, Guoqing Zheng, Shashank Gupta, Radhika Gaonkar, Chongyang Gao, Soroush Vosoughi, Milad Shokouhi, Ahmed Awadallah
  
  ICLR 2022 | April 2022
  
  Publication Github
- LiST: Lite Prompted Self-training Makes Parameter-efficient Few-shot Learners
  
  Yaqing Wang, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Jing Gao, Ahmed Awadallah, Jianfeng Gao
  
  NAACL 2022 | April 2022
  
  Publication Github Projet Projet
- Compositional Generalization for Natural Language Interfaces
  
  Saghar Hosseini, Ahmed Awadallah, Yu Su
  
  arXiv: Computation and Language | December 2021
  
  Publication
- Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models
  
  Boxin Wang, Chejian Xu, Shuohang Wang, Zhe Gan, Yu Cheng, Jianfeng Gao, Ahmed Awadallah, Bo Li
  
  35th Annual Conference on Neural Information Processing System (NeurIPS 2021) | December 2021
  
  Publication
- CLUES: Few-Shot Learning Evaluation in Natural Language Understanding
  
  Subhabrata (Subho) Mukherjee, Xiaodong Liu, Guoqing Zheng, Saghar Hosseini, Hao Cheng, Greg Yang, Chris Meek, Ahmed Awadallah, Jianfeng Gao
  
  NeurIPS 2021 | December 2021
  
  Publication Github Projet
- Say `YES’ to Positivity: Detecting Toxic Language in Workplace Communications
  
  Meghana Moorthy Bhat, Saghar Hosseini, Ahmed Awadallah, Paul Bennett, Weisheng Li
  
  EMNLP 2021 | November 2021
  
  Publication
- An Exploratory Study on Long Dialogue Summarization: What Works and What’s Next
  
  Yusen Zhang, Ansong Ni, Tao Yu, Rui Zhang, Chenguang Zhu, Budhaditya Deb, Asli Celikyilmaz, Ahmed Awadallah, Dragomir Radev
  
  Empirical Methods in Natural Language Processing (EMNLP) 2021 | November 2021
  
  Publication
- A Conditional Generative Matching Approach for Multi-lingual Reply Suggestion
  
  Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Awadallah
  
  EMNLP 2021 (Findings) | November 2021
  
  Publication
- Meta Self-training for Few-shot Neural Sequence Labeling
  
  Yaqing Wang, Subhabrata (Subho) Mukherjee, Haoda Chu, Yuancheng Tu, Ming Wu, Jing Gao, Ahmed Awadallah
  
  SIGKDD 2021 (Research Track) | August 2021
  
  Publication Github Projet
- A Dataset and Baselines for Multilingual Reply Suggestion
  
  Mozhi Zhang, Wei Wang, Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Awadallah
  
  ACL-IJCNLP 2021 | July 2021
  
  Publication Github
- XtremeDistilTransformers: Task Transfer for Task-agnostic Distillation
  
  Subhabrata (Subho) Mukherjee, Ahmed Awadallah, Jianfeng Gao
  
  ArXiv | June 2021
  
  arXiv:2106.04563
  
  Publication Github Projet Projet
- NL-EDIT: Correcting Semantic Parse Errors through Natural Language Interaction
  
  Ahmed Elgohary, Chris Meek, Matthew Richardson, Adam Fourney, Gonzalo Ramos, Ahmed Awadallah
  
  NAACL 2021 | June 2021
  
  Publication Projet
- Structure-Grounded Pretraining for Text-to-SQL
  
  Xiang Deng, Ahmed Awadallah, Chris Meek, Alex Polozov, Huan Sun, Matthew Richardson
  
  NAACL 2021 | June 2021
  
  PDF Publication Projet
- Self-training with Weak Supervision
  
  Giannis Karamanolakis, Subhabrata (Subho) Mukherjee, Guoqing Zheng, Ahmed Awadallah
  
  NAACL 2021 | May 2021
  
  Publication Github Projet Projet
- MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning
  
  Mengzhou Xia, Guoqing Zheng, Subhabrata (Subho) Mukherjee, Milad Shokouhi, Graham Neubig, Ahmed Awadallah
  
  NAACL 2021 | May 2021
  
  Publication Github Projet
- SCoRe: Pre-Training for Context Representation in Conversational Semantic Parsing
  
  Tao Yu, Rui Zhang, Alex Polozov, Chris Meek, Ahmed Awadallah
  
  ICLR | May 2021
  
  Publication Projet
- QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization
  
  Ming Zhong, Da Yin, Tao Yu, Ahmad Zaidi, Mutethia Mutuma, Rahul Jha, Ahmed Awadallah, Asli Celikyilmaz, Yang Liu, Xipeng Qiu, Dragomir R. Radev
  
  NAACL | April 2021
  
  Publication
- Leveraging Structured Metadata for Improving Question Answering on the Web
  
  Xinya Du, Adam Fourney, Robert Sim, Paul Bennett, Claire Cardie, Ahmed Awadallah
  
  AACL 2020 | December 2020
  
  Publication
- Uncertainty-aware Self-training for Few-shot Text Classification
  
  Subhabrata (Subho) Mukherjee, Ahmed Awadallah
  
  NeurIPS 2020 (Spotlight) | December 2020
  
  Publication Github Projet
- Proceedings of the First Workshop on Natural Language Interfaces
  
  Ahmed Awadallah, Yu Su, Huan Sun, Scott Wen-tau Yih
  
  Association for Computational Linguistics | July 2020
  
  Publication Projet
- Learning with Weak Supervision for Email Intent Detection
  
  Kai Shu, Subhabrata (Subho) Mukherjee, Guoqing Zheng, Ahmed Awadallah, Milad Shokouhi, Susan Dumais
  
  ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) | July 2020
  
  Publication Projet
- Speak to your parser: Interactive Text-to-SQL with natural language feedback
  
  Ahmed Elgohary, Saghar Hosseini, Ahmed Awadallah
  
  Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020
  
  Publication Github Projet
- Smart To-Do : Automatic Generation of To-Do List from Emails
  
  Sudipto Mukherjee, Subhabrata (Subho) Mukherjee, Marcello Hasegawa, Ahmed Awadallah, Ryen W. White
  
  Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020
  
  Publication
- Gender Bias in Multilingual Embeddings and Cross-Lingual Transfer
  
  Jieyu Zhao, Subhabrata (Subho) Mukherjee, Saghar Hosseini, Kai-Wei Chang, Ahmed Awadallah
  
  Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020
  
  Publication Projet
- XtremeDistil: Multi-stage Distillation for Massive Multilingual Models
  
  Subhabrata (Subho) Mukherjee, Ahmed Awadallah
  
  Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020
  
  Publication Github Projet Projet
- Detecting Fake News with Weak Supervision
  
  Kai Shu, Ahmed Awadallah, Susan Dumais, Huan Liu
  
  IEEE Intelligent Systems | May 2020
  
  Publication
- Leveraging Multi-Source Weak Social Supervision for Early Detection of Fake News
  
  Kai Shu, Guoqing Zheng, Yichuan Li, Subhabrata (Subho) Mukherjee, Ahmed Awadallah, Scott Ruston, Huan Liu
  
  European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2020) | April 2020
  
  Publication Github Projet Projet
- On Domain Transfer When Predicting Intent in Text
  
  Petar Stojanov, Ahmed Awadallah, Paul Bennett, Saghar Hosseini
  
  NeurIPS Workshop on Document Intelligence | December 2019
  
  Publication
- Distilling BERT into Simple Neural Network with Unlabeled Transfer Data
  
  Subhabrata (Subho) Mukherjee, Ahmed Awadallah
  
  ArXiv | October 2019
  
  Publication Projet
- Multi-Source Cross-Lingual Model Transfer: Learning What to Share
  
  Xilun Chen, Ahmed Awadallah, Hany Hassan Awadalla, Wei Wang, Claire Cardie
  
  The 57th Annual Meeting of the Association for Computational Linguistics (ACL) | July 2019
  
  Publication Github
- Context-Aware Intent Identification in Email Conversations
  
  Wei Wang, Saghar Hosseini, Ahmed Awadallah, Paul Bennett, Chris Quirk
  
  Proceedings of the 42nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019) | July 2019
  
  Publication
- Zero-Resource Multilingual Model Transfer
  
  Xilun Xhen, Ahmed Awadallah, Hany Hassan Awadalla, Wei Wang
  
  arXiv:1810.03552 | February 2019
  
  Publication
- Adversarial Training for Community Question Answer Selection Based on Multi-scale Matching
  
  Xiao Yang, Miaosen Wang, Madian Khabsa, Wei Wang, Ahmed Awadallah
  
  AAAI Conference on Artificial Intelligence | January 2019
  
  Publication
- Natural Language Interfaces with Fine-Grained User Interaction: A Case Study on Web APIs
  
  Yu Su, Ahmed Awadallah, Miaosen Wang, Ryen W. White
  
  Proceedings of the 41th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018) | July 2018
  
  Publication Publication Projet
- Characterizing and Supporting Question Answering in Human-to-Human Communication
  
  X. Yang, Ahmed Awadallah, Madian Khabsa, Wei Wang, Miaosen Wang
  
  Proceedings of the 41th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018) | June 2018
  
  DOI Publication
- Building Natural Language Interfaces to Web APIs
  
  Yu Su, Ahmed Awadallah, Madian Khabsa, Patrick Pantel, Michael Gamon
  
  In Proceedings of the 26th ACM international conference on Information and knowledge management (CIKM '17) | December 2017
  
  Publication Publication Télécharger Projet
- Self-Es: The Role of Emails-to-Self in Personal Information Management
  
  Horatiu Bota, Paul N. Bennett, Ahmed Awadallah, Susan T. Dumais
  
  Proceedings of the 2nd ACM Conference on Human Information Interaction and Retrieval (CHIIR '17) | November 2017
  
  Publication Publication Projet
- Activity Modeling in Email
  
  Ashequl Qadir, Ahmed Awadallah, Michael Gamon, Patrick Pantel
  
  The 15th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT 2016) | June 2016
  
  Publication
- A Random Walk based Model for Identifying Semantic Orientation
  
  Ahmed Awadallah, Amjad Abu-Jbara, Wanchen Lu, Dragomir R. Radev
  
  Computational Linguistics | September 2014
  
  Publication Publication
- Enhancing Personalized Search by Mining and Modeling Task Behavior
  
  Wei Chu, Yang Song, Hongning Wang, Ryen W. White, Xiaodong He, Ahmed Awadallah
  
  International World Wide Web Conference (WWW) | May 2013
  
  Publication
- Unsupervised Information Extraction Approach Using Graph Mutual Reinforcement
  
  Hany Hassan Awadalla, Ahmed Awadallah, Ossama Emam
  
  Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing (EMNLP 2006) | November 2006
  
  Publication
- Logical Transformers: Infusing Logical Structures into Pre-Trained Language Models
  
  Borui Wang, Qiuyuan Huang, Budhaditya Deb, Aaron L Halfaker, Liqun Shao, Daniel McDuff, Ahmed Awadallah, Dragomir Radev, Jianfeng Gao
  
  Proceedings of ACL 2023 | May 2023
  
  Publication Publication Projet Projet
- Meta Self-training for Few-shot Neural Sequence Labeling
  
  Yaqing Wang, Subhabrata (Subho) Mukherjee, Haoda Chu, Yuancheng Tu, Ming Wu, Jing Gao, Ahmed Awadallah
  
  SIGKDD 2021 (Research Track) | August 2021
  
  Publication Github Projet
- Analyzing Web Search Behavior for Software Engineering Tasks
  
  Nikitha Rao, Chetan Bansal, Tom Zimmermann, Ahmed Awadallah, Nachi Nagappan
  
  IEEE BigData | December 2020
  
  PDF
- An Empirical Study of Software Exceptions in the Field using Search Logs
  
  Foyzul Hassan, Chetan Bansal, Nachi Nagappan, Tom Zimmermann, Ahmed Awadallah
  
  ESEM 2020 | July 2020
  
  Publication
- Learning with Weak Supervision for Email Intent Detection
  
  Kai Shu, Subhabrata (Subho) Mukherjee, Guoqing Zheng, Ahmed Awadallah, Milad Shokouhi, Susan Dumais
  
  ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) | July 2020
  
  Publication Projet
- Understanding User Behavior For Document Recommendation
  
  Xuhai Xu, Ahmed Awadallah, Susan Dumais, Farheen Omar, Bogdan Popp, Robert Rounthwaite, Farnaz Jahanbakhsh
  
  The Web Conference (WWW 2020) | April 2020
  
  Publication
- Effects of Past Interactions on User Experience with Recommended Documents
  
  Farnaz Jahanbakhsh, Ahmed Awadallah, Susan Dumais, Xuhai Xu
  
  ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR) | March 2020
  
  Publication
- Task Completion Detection
  
  Ryen W. White, Ahmed Awadallah, Robert Sim
  
  Proceedings of the 42nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019) | July 2019
  
  Publication
- Exploring User Behavior in Email Re-Finding Tasks
  
  Joel Mackenzie, Kshitiz Gupta, Fang Qiao, Ahmed Awadallah, Milad Shokouhi
  
  The 28th International Web Conference (WWW 2019) | May 2019
  
  Publication
- Email Triage: Challenges and Opportunities
  
  Bahar Sarrafzadeh, Ahmed Awadallah, Milad Shokouhi
  
  ACM SIGIR Conference on Human Information Interaction and Retrievak (CHIIR) | March 2019
  
  Publication
- Learning About Work Tasks to Inform Intelligent Assistant Design
  
  Johanne R. Trippas, Damiano Spina, Falk Scholer, Ahmed Awadallah, Peter Bailey, Paul Bennett, Ryen W. White, Jonathan Liono, Yongli Ren, Flora D. Salim, Mark Sanderson
  
  The Fourth ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR 2019) | March 2019
  
  Publication
- Task Duration Estimation
  
  Ryen W. White, Ahmed Awadallah
  
  The Twelfth International Conference on Web Search and Data Mining (WSDM) | February 2019
  
  Publication
- Characterizing and Predicting Email Deferral Behaviour
  
  Bahar Sarrafzadeh, Ahmed Awadallah, Christopher Lin, CJ Lee, Milad Shokouhi, Susan Dumais
  
  The Twelfth International Conference on Web Search and Data Mining (WSDM) | February 2019
  
  Publication
- Task Intelligence Workshop @ WSDM 2019
  
  Ahmed Awadallah, Cathal Gurrin, Mark Sanderson, Ryen W. White
  
  The International Conference on Web Search and Data Mining (WSDM 2019). | February 2019
  
  Publication
- Natural Language Interfaces with Fine-Grained User Interaction: A Case Study on Web APIs
  
  Yu Su, Ahmed Awadallah, Miaosen Wang, Ryen W. White
  
  Proceedings of the 41th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018) | July 2018
  
  Publication Publication Projet
- Characterizing and Supporting Question Answering in Human-to-Human Communication
  
  X. Yang, Ahmed Awadallah, Madian Khabsa, Wei Wang, Miaosen Wang
  
  Proceedings of the 41th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018) | June 2018
  
  DOI Publication
- Identifying Task Boundaries in Digital Assistants
  
  Madian Khabsa, Ahmed El Kholy, Ahmed Awadallah, Imed Zitouni, Milad Shokouhi
  
  Companion Proceedings of the The Web Conference 2018 | April 2018
  
  DOI Publication Publication
- The Lifetime of Email Messages: A Large-Scale Analysis of Email Revisitation
  
  Tarfah Alrashed, Ahmed Awadallah, Susan Dumais
  
  In Proceedings of the 2018 ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR) | March 2018
  
  Publication
- LearnIR: WSDM 2018 Workshop on Learning from User Interactions
  
  Rishabh Mehrotra, Ahmed Awadallah, Emine Yilmaz
  
  The International Conference on Web Search and Data Mining (WSDM 2018). | February 2018
  
  Publication
- Characterizing and Predicting Enterprise Email Reply Behavior
  
  Liu Yang, Susan Dumais, Paul Bennett, Ahmed Awadallah
  
  Proceedings of the 40th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017) | December 2017
  
  Publication Publication
- Beyond Success Rate: Utility as a Search Quality Metric for Online Experiments
  
  Widad Machmouchi, Ahmed Awadallah, Imed Zitouni, Georg Buscher
  
  2017 Conference on Information and Knowledge Management | November 2017
  
  DOI
- Deep Sequential Models for Task Satisfaction Prediction
  
  Rishabh Mehrotra, Ahmed Awadallah, Emine Yilmaz, Milad Shokouhi, Imed Zitouni, Ahmed El Kholy, Madian Khabsa
  
  The 26th ACM Conference on Information and Knowledge Management (CIKM 2017) | November 2017
  
  Publication
- Self-Es: The Role of Emails-to-Self in Personal Information Management
  
  Horatiu Bota, Paul N. Bennett, Ahmed Awadallah, Susan T. Dumais
  
  Proceedings of the 2nd ACM Conference on Human Information Interaction and Retrieval (CHIIR '17) | November 2017
  
  Publication Publication Projet
- User Interaction Sequences for Search Satisfaction Prediction
  
  Rishabh Mehrotra, Imed Zitouni, Ahmed Awadallah, Ahmed El Kholy
  
  The 40th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017). | August 2017
  
  Publication Publication
- Identifying User Sessions in Interactions with Intelligent Assistants
  
  Rishabh Mehrota, Ahmed El Kholy, Imed Zitouni, Milad Shokouhi, Ahmed Awadallah
  
  The 26th International World Wide Web Conference (WWW 2017) | April 2017
  
  Publication
- Learning to Account for Good Abandonment in Search Success Metrics
  
  Madian Khabsa, Aidan C. Crook, Ahmed Awadallah, Imed Zitouni, Tasos Anastasakos, Kyle Williams
  
  Interactional Conference on Information and Knowledge Management (CIKM '16) | October 2016
  
  Publication
- Learning to Account for Good Abandonment in Search Success Metrics
  
  Madian Khabsa, Aidan Crook, Ahmed Awadallah, Imed Zitouni, Tasos Anastasakos, Kyle Williams
  
  Proceedings of the 25th ACM International Conference on Information and Knowledge Management (CIKM 2016) | October 2016
  
  Publication
- Predicting User Satisfaction with Intelligent Assistants
  
  Julia Kiselava, Kyle Williams, Jiepu Jiang, Ahmed Awadallah, Imed Zitouni, Aidan C. Crook, Tasos Anastasakos
  
  International Conference on Research and Development in Information Retrieval (SIGIR '16) | July 2016
  
  Publication
- Is This Your Final Answer? Evaluating the Effect of Answers on Good Abandonment in Mobile Search
  
  Kyle Williams, Julia Kiselava, Imed Zitouni, Aidan C. Crook, Ahmed Awadallah, Madian Khabsa
  
  International Conference on Research and Development in Information Retrieval (SIGIR '16) | July 2016
  
  Publication
- Understanding User Satisfaction with Intelligent Assistants
  
  Julia Kiseleva, Kyle Williams, Jiepu Jiang, Ahmed Awadallah, Imed Zitouni, Aidan Crook , Tasos Anastasakos
  
  The ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR 2016) | June 2016
  
  Publication Publication
- Detecting Good Abandonment in Mobile Search
  
  Kyle Williams, Julia Kiselava, Aidan C. Crook, Imed Zitouni, Ahmed Awadallah, Madian Khabsa
  
  International World Wide Web Conference (WWW '16) | April 2016
  
  Publication
- Detecting Good Abandonment in Mobile Search
  
  Kyle Williams, Julia Kiseleva, Imed Zitouni, Ahmed Awadallah, Aidan Crook, Madian Khabsa, Tasos Anastasakos
  
  The 25th International World Wide Web Conference (WWW 2016) | April 2016
  
  Publication Publication
- Understanding User Satisfaction with Intelligent Assistants
  
  Julia Kiselava, Kyle Williams, Jiepu Jiang, Ahmed Awadallah, Aidan C. Crook, Imed Zitouni, Tasos Anastasakos
  
  Conference on Human Information Interaction and Retrieval (CHIIR '16) | March 2016
  
  Publication Publication
- Characterizing and Predicting Voice Query Reformulation
  
  Ahmed Awadallah, Ranjitha Gurunath Kulkarni, Umut Ozertem, Rosie Jones
  
  The 24th ACM International Conference on Information and Knowledge Management (CIKM 2015) | October 2015
  
  Publication Publication
- Struggling and Success in Web Search
  
  Dan Odijk, Ryen W. White, Ahmed Awadallah, Susan Dumais
  
  The 24th ACM International Conference on Information and Knowledge Management (CIKM 2015) | October 2015
  
  Best Student Paper
  
  Publication
- Personalizing Search on Shared Devices
  
  Ryen W. White, Ahmed Awadallah
  
  June 2015 | édition The 38th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2015)
  
  The 38th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2015)
  
  Publication
- Understanding and Predicting Graded Search Satisfaction
  
  Jiepu Jiang, Ahmed Awadallah, Xiaolin Shi, Ryen W. White
  
  The 8th International ACM Conference on Web Search and Data Mining (WSDM 2015) | June 2015
  
  Publication Publication
- Automatic Online Evaluation of Intelligent Personal Assistants
  
  Jiepu Jiang, Ahmed Awadallah, Rosie Jones, Umut Ozertem, Imed Zitouni, Ranjitha Gurunath Kulkarni , Omar Zia Khan
  
  The 24th International World Wide Web Conference (WWWW 2015) | May 2015
  
  Publication
- Content Bias in Online Health Search
  
  Ryen W. White, Ahmed Awadallah
  
  ACM Transations on the Web (TWEB) | October 2014, Vol 8
  
  Publication Publication
- Enhancing Personalization via Search Activity Attribution
  
  Adish Singla, Ryen W. White, Ahmed Awadallah, Eric Horvitz
  
  The 36th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2014) | July 2014
  
  Publication Publication
- Comparing Client and Server Dwell Time Estimates for Click-Level Satisfaction Prediction
  
  Youngho Kim, Ahmed Awadallah, Ryen W. White, Imed Zitouni
  
  The 36th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2014) | July 2014
  
  Publication Publication
- Context-Aware Web Search Abandonment Prediction
  
  Yang Song, Xiaolin Shi, Ryen W. White, Ahmed Awadallah
  
  ACM SIGIR 2014 | July 2014
  
  ACM SIGIR 2014
  
  Publication
- Modeling Action-level Satisfaction for Search Task Satisfaction Prediction
  
  Hongning Wang, Yang Song, Ming-Wei Chang, Xiaodong He, Ahmed Awadallah, Ryen W. White
  
  ACM SIGIR 2014 | July 2014
  
  ACM SIGIR 2014
  
  Publication
- From Devices to People: Attribution of Search Activity in Multi-User Settings
  
  Ryen W. White, Ahmed Awadallah, Adish Singla , Eric Horvitz
  
  The 23rd International World Wide Web Conference (WWW 2014) | June 2014
  
  Publication Publication
- Supporting Complex Search Tasks
  
  Ahmed Awadallah, Ryen W. White, Patrick Pantel, Susan Dumais, Yi-Min Wang
  
  The 23rd ACM Conference on Information and Knowledge Management (CIKM 2014) | June 2014
  
  Publication
- Machine Assisted Search Preference Evaluation
  
  Ahmed Awadallah, Imed Zitouni
  
  The 23rd ACM Conference on Information and Knowledge Management (CIKM 2014). | June 2014
  
  Publication Publication
- Contextual and Dimensional Relevance Judgments for Reusable SERP-level Evaluation
  
  Peter Golbus, Imed Zitouni, Jinyoung Kim, Ahmed Awadallah, Fernando Diaz
  
  The 23rd International World Wide Web Conference (WWW 2014) | April 2014
  
  Publication Publication
- Modeling Dwell Time to Predict Click-level Satsifaction
  
  Youngho Kim, Ahmed Awadallah, Ryen W. White, Imed Zitouni
  
  The 7th Annual International ACM Conference on Web Search and Data Mining (WSDM 2014) | February 2014
  
  Publication
- Struggling or Exploring? Disambiguating Search Sessions
  
  Ahmed Awadallah, Ryen W. White, Susan Dumais, Yi-Min Wang
  
  7th Annual International ACM Conference on Web Search and Data Mining (WSDM 2014) | February 2014
  
  Publication
- Personalized Models of Search Satisfaction
  
  Ahmed Awadallah, Ryen W. White
  
  October 2013
  
  Publication
- Beyond Clicks: Query Reformulation as a Predictor of Search Satisfaction
  
  Ahmed Awadallah, Xiaolin Shi, Nick Craswell, Bill Ramsey
  
  ACM International Conference on Information and Knowledge Management (CIKM) | October 2013
  
  Publication
- Identifying Web Search Query Reformulation using Concept based Matching
  
  Ahmed Awadallah
  
  October 2013
  
  Publication
- Toward Self-Correcting Search Engines: Using Underperforming Queries to Improve Search
  
  Yi-Min Wang, Ryen W. White, Ahmed Awadallah
  
  The 36th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2013). | July 2013
  
  Publication
- Playing by the Rules: Mining Query Associations to Predict Search Performance
  
  Youngho Kim, Ahmed Awadallah, Ryen W. White, Yi-Min Wang
  
  February 2013
  
  Publication
- Extracting Signed Social Networks From Text
  
  Ahmed Awadallah, Amjad Abu-Jbara, Dragomir Radev
  
  Proceedings of the TextGraphs-7 Workshop at ACL | July 2012
  
  Publication
- Detecting Subgroups in Online Discussions by Modeling Positive and Negative Relations among Participants
  
  Ahmed Awadallah, Amjad Abu-Jbara
  
  Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning | July 2012
  
  Publication
- AttitudeMiner: Mining Attitude from Online Discussions
  
  Amjad Abu-Jbara, Ahmed Awadallah, Dragomir Radev
  
  The North American Chapter of the Association of Computational Linguistics (NAACL 2012). | June 2012
  
  Publication
- Task Tours: Helping Users Tackle Complex Search Tasks
  
  Ahmed Awadallah, Ryen W. White
  
  CIKM '12 Proceedings of the 21st ACM international conference on Information and knowledge management | January 2012
  
  Publication
- A Deterministic Annealing Approach to Learning Bayesian Networks
  
  Ahmed Awadallah, Amir Atiya, Ihab Talkhan
  
  Artificial Intelligent Systems and Machine Learning | January 2012
  
  Publication
- A semi-supervised approach to modeling web search satisfaction
  
  Ahmed Awadallah
  
  The 35th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2012). | January 2012
  
  Publication
- A Task Level User Satisfaction Metric and its Application on Improving Relevance Estimation
  
  Ahmed Awadallah, Yang Song, Li-wei He
  
  ACM Conference on Information and Knowledge Management (CIKM) | October 2011
  
  Publication Publication
- Identifying the Semantic Orientation of Foreign Words
  
  Ahmed Awadallah, Amjad Abu-Jbara, Rahul Jha, Dragomir Radev
  
  Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics:shortpapers | June 2011
  
  Publication
- Improving Image Search based on User Created Communities
  
  Amruta Joshi, Junghoo Cho, Dragomir Radev, Ahmed Awadallah
  
  February 2011
  
  Publication
- The effect of linguistic constraints on the large scale organization of language
  
  Madhav Krishna, Ahmed Awadallah, Yang Liu, Dragomir Radev
  
  February 2011
  
  Publication
- What’s with the Attitude? Identifying Sentences with Attitude in Online Discussions
  
  Ahmed Awadallah, Vahed Qazvinian, Dragomir Radev
  
  Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing | October 2010
  
  Publication
- Identifying Text Polarity Using Random Walks
  
  Ahmed Awadallah, Dragomir Radev
  
  Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics | July 2010
  
  Publication
- Beyond DCG: User Behavior as a Predictor of a Successful Search
  
  Ahmed Awadallah, Rosie Jones, Kristina Lisa Klinkner
  
  WSDM '10 Proceedings of the third ACM international conference on Web search and data mining | February 2010
  
  Publication Publication Publication
- A Case Study of Using Geographic Cues to Predict Query News Intent
  
  Ahmed Awadallah, Rosie Jones, Fernando Diaz
  
  GIS '09 Proceedings of the 17th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems | November 2009
  
  Publication
- Using Citations to Generate Surveys of Scientific Paradigms
  
  Saif Mohammad, Bonnie Dorr, Melissa Egan, Ahmed Awadallah, Pradeep Muthukrishan, Vahed Qazvinian, Dragomir Radev, David Zajic
  
  NAACL '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics | June 2009
  
  Publication
- Content Based Recommendation and Summarization in the Blogosphere
  
  Ahmed Awadallah, Dragomir Radev, Junghoo Cho, Amruta Joshi
  
  Proceedings of the Third International ICWSM Conference (2009) | June 2009
  
  Publication
- Geographic Features in Web Search Retrieval
  
  Rosie Jones, Ahmed Awadallah, Fernando Diaz
  
  GIR '08 Proceedings of the 2nd international workshop on Geographic information retrieval | October 2008
  
  Publication Publication
- Tracking the Dynamic Evolution of Participant Salience in a Discussion
  
  Ahmed Awadallah, Anthony Fader, Michael H. Crespin, Kevin M. Quinn, Burt L. Monroe, Michael Colaresi, Dragomir R. Radev
  
  Association for Computational Linguistics | August 2008
  
  Publication
- Language Independent Text Correction using Finite State Automata
  
  Ahmed Awadallah, Sara Noeman, Hany Hassan Awadalla
  
  Proceedings of the Third International Joint Conference on Natural Language Processing: Volume-II | January 2008
  
  Publication
- Improving Named Entity Translation by Exploiting Comparable and Parallel Corpora
  
  Ahmed Awadallah, Haytham Fahmy, Hany Hassan Awadalla
  
  January 2007
  
  Publication
- Analyzing Web Search Behavior for Software Engineering Tasks
  
  Nikitha Rao, Chetan Bansal, Tom Zimmermann, Ahmed Awadallah, Nachi Nagappan
  
  IEEE BigData | December 2020
  
  PDF
- An Empirical Study of Software Exceptions in the Field using Search Logs
  
  Foyzul Hassan, Chetan Bansal, Nachi Nagappan, Tom Zimmermann, Ahmed Awadallah
  
  ESEM 2020 | July 2020
  
  Publication
- BioNoculars: Extracting Protein-Protein Interactions from Biomedical Text
  
  Amgad Madkour, Kareem Darwish, Hany Hassan Awadalla, Ahmed Awadallah, Ossama Emam
  
  BioNLP '07 Proceedings of the Workshop on BioNLP 2007: Biological, Translational, and Clinical Language Processing | June 2007
  
  Publication

- Sample More to Think Less: Group Filtered Policy Optimization for Concise Reasoning
  
  Vaishnavi Shrivastava, Ahmed Awadallah, Vidhisha Balachandran, Harkirat Behl, Dimitris Papailiopoulos
  
  August 2025
  
  Publication
- Explorer: Scaling Exploration-driven Web Trajectory Synthesis for Multimodal Web Agents
  
  Vardaan Pahuja, Yadong Lu, Corby Rosset, Boyu Gou, Arindam Mitra, Spencer Whitehead, Yu Su, Ahmed Awadallah
  
  February 2025
  
  Preprint
- Phi-4-reasoning Technical Report
  
  Marah Abdin, Sahaj Agarwal, Sahaj Agarwal, Ahmed Awadallah, Vidhisha Balachandran, Harkirat Behl, Lingjiao Chen (lingjiaochen), Gustavo de Rosa, Suriya Gunasekar, Mojan Javaheripi, Neel Joshi, Piero Kauffmann, Yash Lara, Caio César Teodoro Mendes, Arindam Mitra, Besmira Nushi, Dimitris Papailiopoulos, Olli Saarikivi, Shital Shah, Vaishnavi Shrivastava, Vibhav Vineet, Yue Wu, Safoora Yousefi, Guoqing Zheng
  
  April 2025
  
  PDF Télécharger
- Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation
  
  Chen Dun, Mirian Hipolito Garcia, Guoqing Zheng, Ahmed Awadallah, Anastasios Kyrillidis, Robert Sim
  
  ArXiv | October 2023, Vol abs/2310.02842
  
  DOI Publication Publication Publication
- Orca: Progressive Learning from Complex Explanation Traces of GPT-4
  
  Subhabrata (Subho) Mukherjee, Arindam Mitra, Ganesh Jawahar, Sahaj Agarwal, Hamid Palangi, Ahmed Awadallah
  
  arXiv: Computation and Language | June 2023
  
  PDF Publication Vidéo Projet
- AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning
  
  Yaqing Wang, Sahaj Agarwal, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Jing Gao, Ahmed Awadallah, Jianfeng Gao
  
  EMNLP | December 2022
  
  Publication Projet
- Sparsely Activated Mixture-of-Experts are Robust Multi-Task Learners
  
  Shashank Gupta, Subhabrata (Subho) Mukherjee, Krishan Subudhi, Eduardo Gonzalez, Damien Jose, Ahmed Awadallah, Jianfeng Gao
  
  ArXiv | April 2022
  
  Publication
- LiST: Lite Prompted Self-training Makes Parameter-efficient Few-shot Learners
  
  Yaqing Wang, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Jing Gao, Ahmed Awadallah, Jianfeng Gao
  
  NAACL 2022 | April 2022
  
  Publication Github Projet Projet
- Compositional Generalization for Natural Language Interfaces
  
  Saghar Hosseini, Ahmed Awadallah, Yu Su
  
  arXiv: Computation and Language | December 2021
  
  Publication
- XtremeDistilTransformers: Task Transfer for Task-agnostic Distillation
  
  Subhabrata (Subho) Mukherjee, Ahmed Awadallah, Jianfeng Gao
  
  ArXiv | June 2021
  
  arXiv:2106.04563
  
  Publication Github Projet Projet
- Detecting Fake News with Weak Supervision
  
  Kai Shu, Ahmed Awadallah, Susan Dumais, Huan Liu
  
  IEEE Intelligent Systems | May 2020
  
  Publication
- Leveraging Multi-Source Weak Social Supervision for Early Detection of Fake News
  
  Kai Shu, Guoqing Zheng, Yichuan Li, Subhabrata (Subho) Mukherjee, Ahmed Awadallah, Scott Ruston, Huan Liu
  
  European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2020) | April 2020
  
  Publication Github Projet Projet
- Distilling BERT into Simple Neural Network with Unlabeled Transfer Data
  
  Subhabrata (Subho) Mukherjee, Ahmed Awadallah
  
  ArXiv | October 2019
  
  Publication Projet
- Zero-Resource Multilingual Model Transfer
  
  Xilun Xhen, Ahmed Awadallah, Hany Hassan Awadalla, Wei Wang
  
  arXiv:1810.03552 | February 2019
  
  Publication
- Identifying Task Boundaries in Digital Assistants
  
  Madian Khabsa, Ahmed El Kholy, Ahmed Awadallah, Imed Zitouni, Milad Shokouhi
  
  Companion Proceedings of the The Web Conference 2018 | April 2018
  
  DOI Publication Publication
- Content Bias in Online Health Search
  
  Ryen W. White, Ahmed Awadallah
  
  ACM Transations on the Web (TWEB) | October 2014, Vol 8
  
  Publication Publication
- Improving Image Search based on User Created Communities
  
  Amruta Joshi, Junghoo Cho, Dragomir Radev, Ahmed Awadallah
  
  February 2011
  
  Publication
- The effect of linguistic constraints on the large scale organization of language
  
  Madhav Krishna, Ahmed Awadallah, Yang Liu, Dragomir Radev
  
  February 2011
  
  Publication
- Magentic-One: A Generalist Multi-Agent System for Solving Complex Tasks
  
  Adam Fourney, Gagan Bansal, Hussein Mozannar, Cheng Tan, Eduardo Salinas, Erkang (Eric) Zhu, Friederike Niedtner, Grace Proebsting, Griffin Bassman, Jack Gerrits, Jacob Alber, Peter Chang, Ricky Loynd, Robert West, Victor Dibia, Ahmed Awadallah, Ece Kamar, Rafah Hosn, Saleema Amershi
  
  MSR-TR-2024-47 | November 2024
  
  Publié par Microsoft
  
  Preprint Télécharger
- Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone
  
  Marah I Abdin, Sam Ade Jacobs, Ammar Ahmad Awan, Jyoti Aneja, Ahmed Awadallah, Hany Hassan Awadalla, Nguyen Bach, Amit Bahree, Arash Bakhtiari, Harkirat Behl, Alon Benhaim, Misha Bilenko, Johan Bjorck, Sébastien Bubeck, Martin Cai, Caio César Teodoro Mendes, Weizhu Chen, Vishrav Chaudhary, Parul Chopra, Allie Del Giorno, Gustavo de Rosa, Matthew Dixon, Ronen Eldan, Dan Iter, Abhishek Goswami, Suriya Gunasekar, Emman Haider, Junheng Hao, Russell J. Hewett, Jamie Huynh, Mojan Javaheripi, Xin Jin, Piero Kauffmann, Nikos Karampatziakis, Dongwoo Kim, Mahmoud Khademi, Lev Kurilenko, James R. Lee, Yin Tat Lee, Yuanzhi Li, Chen Liang, Weishung Liu, Xihui (Eric) Lin, Zeqi Lin, Piyush Madan, Arindam Mitra, Hardik Modi, Anh Nguyen, Brandon Norick, Barun Patra, Daniel Perez-Becker, Thomas Portet, Reid Pryzant, Heyang Qin, Marko Radmilac, Corby Rosset, Sambudha Roy, Olli Saarikivi, Amin Saied, Adil Salim, Michael Santacroce, Shital Shah, Ning Shang, Hiteshi Sharma, Xia Song, Olatunji Ruwase, Xin Wang, Rachel Ward, Guanhua Wang, Philipp Witte, Michael Wyatt, Can Xu, Jiahang Xu, Weijian Xu, Sonali Yadav, Fan Yang, Ziyi Yang, Donghan Yu, Chengruidong Zhang, Cyril Zhang, Jianwen Zhang, Li Lyna Zhang, Yi Zhang, Yunan Zhang, Xiren Zhou
  
  MSR-TR-2024-12 | August 2024
  
  Publié par Microsoft
  
  Publication Vidéo Télécharger Projet
- Meta Label Correction for Learning with Weak Supervision
  
  Guoqing Zheng, Ahmed Awadallah, Susan Dumais
  
  1911.03809 | November 2019
  
  Publié par arXiv
  
  Publication
- OmniParser for Pure Vision Based GUI Agent
  
  Yadong Lu, Jianwei Yang, Yelong Shen, Ahmed Awadallah
  
  July 2024
  
  DOI Publication Publication Télécharger
- AgentInstruct: Toward Generative Teaching with Agentic Flows
  
  Arindam Mitra, Luciano Del Corro, Guoqing Zheng, Shweti Mahajan, Dany Rouhana, Andres Codas, Yadong Lu, Wei-ge Chen, Olga Vrousgou, Corby Rosset, Fillipe Silva, Hamed Khanpour, Yash Lara, Ahmed Awadallah
  
  July 2024
  
  PDF Publication Vidéo Projet Projet
- Orca-Math: Unlocking the potential of SLMs in Grade School Math
  
  Arindam Mitra, Hamed Khanpour, Corby Rosset, Ahmed Awadallah
  
  February 2024
  
  Publication
- Orca-2: Teaching Small Language Models How to Reason
  
  Arindam Mitra, Luciano Del Corro, Shweti Mahajan, Andres Codas, Clarisse Simoes Ribeiro, Sahaj Agrawal, Xuxi Chen, Anastasia Razdaibiedina, Erik Jones, Kriti Aggarwal, Hamid Palangi, Guoqing Zheng, Corby Rosset, Hamed Khanpour, Ahmed Awadallah
  
  November 2023
  
  PDF Vidéo Télécharger Télécharger Projet
- Cost-Effective Hyperparameter Optimization for Large Language Model Generation Inference
  
  Chi Wang, Susan Xueqing Liu, Ahmed Awadallah
  
  March 2023
  
  Publication Github Github Projet Projet
- Access to multilingual textual resources
  
  Ossama Emam, Ahmed Awadallah, Hany Hassan Awadalla
  
  November 2007
  
  US Patent US8204736B2
  
  Publication
- Improving Named Entity Translation by Exploiting Comparable and Parallel Corpora
  
  Ahmed Awadallah, Haytham Fahmy, Hany Hassan Awadalla
  
  January 2007
  
  Publication
- AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation
  
  Qingyun Wu, Gagan Bansal, Jieyu Zhang, Yiran Wu, Beibin Li, Erkang (Eric) Zhu, Li Jiang, Xiaoyun Zhang, Shaokun Zhang, Ahmed Awadallah, Ryen W. White, Doug Burger, Chi Wang
  
  COLM 2024 | August 2024
  
  Best Paper, LLM Agents Workshop ICLR'24
  
  Publication Vidéo Vidéo Vidéo Projet
- Hybrid LLM: Cost-Efficient and Quality-Aware Query Routing
  
  Dujian Ding, Ankur Mallick, Chi Wang, Robert Sim, Subhabrata Mukherjee, Victor Ruehle, Laks V. S. Lakshmanan, Ahmed Awadallah
  
  ICLR 2024 | February 2024
  
  Publication
- Axiomatic Preference Modeling for Longform Question Answering
  
  Corby Rosset, Guoqing Zheng, Victor Dibia, Ahmed Awadallah, Paul Bennett
  
  The 2023 Conference on Empirical Methods in Natural Language Processing | December 2023
  
  Publication
- Teaching Language Models to Hallucinate Less with Synthetic Tasks
  
  Erik Jones, Hamid Palangi, Clarisse Simoes Ribeiro, Varun Chandrasekaran, Subhabrata (Subho) Mukherjee, Arindam Mitra, Ahmed Awadallah, Ece Kamar
  
  ICLR 2024 | October 2023
  
  DOI PDF
- DSEE: Dually Sparsity-embedded Efficient Tuning of Pre-trained Language Models
  
  Xuxi Chen, Tianlong Chen, Yu Cheng, Wei Chen, Zhangyang Wang, Ahmed Awadallah
  
  ACL 2023 | May 2023
  
  Publication Projet
- Logical Transformers: Infusing Logical Structures into Pre-Trained Language Models
  
  Borui Wang, Qiuyuan Huang, Budhaditya Deb, Aaron L Halfaker, Liqun Shao, Daniel McDuff, Ahmed Awadallah, Dragomir Radev, Jianfeng Gao
  
  Proceedings of ACL 2023 | May 2023
  
  Publication Publication Projet Projet
- AutoMoE: Neural Architecture Search for Efficient Sparsely Activated Transformers
  
  Ganesh Jawahar, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Young Jin Kim, Muhammad Abdul-Mageed, Laks V. S. Lakshmanan, Ahmed Awadallah, Sébastien Bubeck, Jianfeng Gao
  
  ACL | May 2023
  
  Publication Projet
- What do Compressed Large Language Models Forget? Robustness Challenges in Model Compression
  
  Mengnan Du, Subhabrata (Subho) Mukherjee, Yu Cheng, Milad Shokouhi, Xia Hu, Ahmed Awadallah
  
  EACL | April 2023
  
  Publication Projet Projet Projet
- Boosting Natural Language Generation from Instructions with Meta-Learning
  
  Budhaditya Deb, Guoqing Zheng, Ahmed Awadallah
  
  EMNLP | December 2022
  
  Publication
- Leveraging Locality in Abstractive Text Summarization
  
  Yixin Liu, Ansong Ni, Linyong Nan, Budhaditya Deb, Chenguang Zhu, Ahmed Awadallah, Dragomir Radev
  
  EMNLP 2022 | December 2022
  
  Publication Publication
- AutoDistil: Few-shot Task-agnostic Neural Architecture Search for Distilling Large Language Models
  
  Dongkuan Xu, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Debadeepta Dey, Wenhui Wang, Xiang Zhang, Ahmed Awadallah, Jianfeng Gao
  
  NeurIPS 2022 | December 2022
  
  Publication Publication Projet Projet
- The Principle of Diversity: Training Stronger Vision Transformers Calls for Reducing All Levels of Redundancy
  
  Tianlong Chen, Zhenyu Zhang, Yu Cheng, Ahmed Awadallah, Zhangyang Wang
  
  CVPR 2022 | July 2022
  
  Publication
- WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding
  
  Guoqing Zheng, Giannis Karamanolakis, Kai Shu, Ahmed Awadallah
  
  NAACL 2022 | May 2022
  
  Publication Github Projet
- Summ^N: A Multi-Stage Summarization Framework for Long Input Dialogues and Documents
  
  Yusen Zhang, Ansong Ni, Ziming Mao, Chen Henry Wu, Chenguang Zhu, Budhaditya Deb, Ahmed Awadallah, Dragomir Radev, Rui Zhang
  
  ACL 2022 | May 2022
  
  Publication
- DYLE: Dynamic Latent Extraction for Abstractive Long-Input Summarization
  
  Ziming Mao, Chen Henry Wu, Ansong Ni, Yushen Zhang, Rui Zhang, Tao Yu, Budhaditya Deb, Chenguang Zhu, Ahmed Awadallah, Dragomir Radev
  
  ACL 2022 | May 2022
  
  Publication
- Knowledge Infused Decoding
  
  Ruibo Liu, Guoqing Zheng, Shashank Gupta, Radhika Gaonkar, Chongyang Gao, Soroush Vosoughi, Milad Shokouhi, Ahmed Awadallah
  
  ICLR 2022 | April 2022
  
  Publication Github
- Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models
  
  Boxin Wang, Chejian Xu, Shuohang Wang, Zhe Gan, Yu Cheng, Jianfeng Gao, Ahmed Awadallah, Bo Li
  
  35th Annual Conference on Neural Information Processing System (NeurIPS 2021) | December 2021
  
  Publication
- CLUES: Few-Shot Learning Evaluation in Natural Language Understanding
  
  Subhabrata (Subho) Mukherjee, Xiaodong Liu, Guoqing Zheng, Saghar Hosseini, Hao Cheng, Greg Yang, Chris Meek, Ahmed Awadallah, Jianfeng Gao
  
  NeurIPS 2021 | December 2021
  
  Publication Github Projet
- Fairness via Representation Neutralization
  
  Mengnan Du, Subhabrata (Subho) Mukherjee, Guanchu Wang, Ruixiang Tang, Ahmed Awadallah, Xia Hu
  
  NeurIPS 2021 | December 2021
  
  Publication Projet
- Say `YES’ to Positivity: Detecting Toxic Language in Workplace Communications
  
  Meghana Moorthy Bhat, Saghar Hosseini, Ahmed Awadallah, Paul Bennett, Weisheng Li
  
  EMNLP 2021 | November 2021
  
  Publication
- An Exploratory Study on Long Dialogue Summarization: What Works and What’s Next
  
  Yusen Zhang, Ansong Ni, Tao Yu, Rui Zhang, Chenguang Zhu, Budhaditya Deb, Asli Celikyilmaz, Ahmed Awadallah, Dragomir Radev
  
  Empirical Methods in Natural Language Processing (EMNLP) 2021 | November 2021
  
  Publication
- A Conditional Generative Matching Approach for Multi-lingual Reply Suggestion
  
  Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Awadallah
  
  EMNLP 2021 (Findings) | November 2021
  
  Publication
- Meta Self-training for Few-shot Neural Sequence Labeling
  
  Yaqing Wang, Subhabrata (Subho) Mukherjee, Haoda Chu, Yuancheng Tu, Ming Wu, Jing Gao, Ahmed Awadallah
  
  SIGKDD 2021 (Research Track) | August 2021
  
  Publication Github Projet
- A Dataset and Baselines for Multilingual Reply Suggestion
  
  Mozhi Zhang, Wei Wang, Budhaditya Deb, Guoqing Zheng, Milad Shokouhi, Ahmed Awadallah
  
  ACL-IJCNLP 2021 | July 2021
  
  Publication Github
- NL-EDIT: Correcting Semantic Parse Errors through Natural Language Interaction
  
  Ahmed Elgohary, Chris Meek, Matthew Richardson, Adam Fourney, Gonzalo Ramos, Ahmed Awadallah
  
  NAACL 2021 | June 2021
  
  Publication Projet
- Structure-Grounded Pretraining for Text-to-SQL
  
  Xiang Deng, Ahmed Awadallah, Chris Meek, Alex Polozov, Huan Sun, Matthew Richardson
  
  NAACL 2021 | June 2021
  
  PDF Publication Projet
- Self-training with Weak Supervision
  
  Giannis Karamanolakis, Subhabrata (Subho) Mukherjee, Guoqing Zheng, Ahmed Awadallah
  
  NAACL 2021 | May 2021
  
  Publication Github Projet Projet
- MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning
  
  Mengzhou Xia, Guoqing Zheng, Subhabrata (Subho) Mukherjee, Milad Shokouhi, Graham Neubig, Ahmed Awadallah
  
  NAACL 2021 | May 2021
  
  Publication Github Projet
- SCoRe: Pre-Training for Context Representation in Conversational Semantic Parsing
  
  Tao Yu, Rui Zhang, Alex Polozov, Chris Meek, Ahmed Awadallah
  
  ICLR | May 2021
  
  Publication Projet
- QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization
  
  Ming Zhong, Da Yin, Tao Yu, Ahmad Zaidi, Mutethia Mutuma, Rahul Jha, Ahmed Awadallah, Asli Celikyilmaz, Yang Liu, Xipeng Qiu, Dragomir R. Radev
  
  NAACL | April 2021
  
  Publication
- Meta Label Correction for Noisy Label Learning
  
  Guoqing Zheng, Ahmed Awadallah, Susan Dumais
  
  AAAI 2021 | February 2021
  
  PDF Github Projet Projet
- Analyzing Web Search Behavior for Software Engineering Tasks
  
  Nikitha Rao, Chetan Bansal, Tom Zimmermann, Ahmed Awadallah, Nachi Nagappan
  
  IEEE BigData | December 2020
  
  PDF
- Leveraging Structured Metadata for Improving Question Answering on the Web
  
  Xinya Du, Adam Fourney, Robert Sim, Paul Bennett, Claire Cardie, Ahmed Awadallah
  
  AACL 2020 | December 2020
  
  Publication
- Uncertainty-aware Self-training for Few-shot Text Classification
  
  Subhabrata (Subho) Mukherjee, Ahmed Awadallah
  
  NeurIPS 2020 (Spotlight) | December 2020
  
  Publication Github Projet
- Proceedings of the First Workshop on Natural Language Interfaces
  
  Ahmed Awadallah, Yu Su, Huan Sun, Scott Wen-tau Yih
  
  Association for Computational Linguistics | July 2020
  
  Publication Projet
- An Empirical Study of Software Exceptions in the Field using Search Logs
  
  Foyzul Hassan, Chetan Bansal, Nachi Nagappan, Tom Zimmermann, Ahmed Awadallah
  
  ESEM 2020 | July 2020
  
  Publication
- Learning with Weak Supervision for Email Intent Detection
  
  Kai Shu, Subhabrata (Subho) Mukherjee, Guoqing Zheng, Ahmed Awadallah, Milad Shokouhi, Susan Dumais
  
  ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) | July 2020
  
  Publication Projet
- Speak to your parser: Interactive Text-to-SQL with natural language feedback
  
  Ahmed Elgohary, Saghar Hosseini, Ahmed Awadallah
  
  Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020
  
  Publication Github Projet
- Smart To-Do : Automatic Generation of To-Do List from Emails
  
  Sudipto Mukherjee, Subhabrata (Subho) Mukherjee, Marcello Hasegawa, Ahmed Awadallah, Ryen W. White
  
  Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020
  
  Publication
- Gender Bias in Multilingual Embeddings and Cross-Lingual Transfer
  
  Jieyu Zhao, Subhabrata (Subho) Mukherjee, Saghar Hosseini, Kai-Wei Chang, Ahmed Awadallah
  
  Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020
  
  Publication Projet
- XtremeDistil: Multi-stage Distillation for Massive Multilingual Models
  
  Subhabrata (Subho) Mukherjee, Ahmed Awadallah
  
  Annual Conference of the Association for Computational Linguistics (ACL 2020) | July 2020
  
  Publication Github Projet Projet
- Understanding User Behavior For Document Recommendation
  
  Xuhai Xu, Ahmed Awadallah, Susan Dumais, Farheen Omar, Bogdan Popp, Robert Rounthwaite, Farnaz Jahanbakhsh
  
  The Web Conference (WWW 2020) | April 2020
  
  Publication
- Effects of Past Interactions on User Experience with Recommended Documents
  
  Farnaz Jahanbakhsh, Ahmed Awadallah, Susan Dumais, Xuhai Xu
  
  ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR) | March 2020
  
  Publication
- On Domain Transfer When Predicting Intent in Text
  
  Petar Stojanov, Ahmed Awadallah, Paul Bennett, Saghar Hosseini
  
  NeurIPS Workshop on Document Intelligence | December 2019
  
  Publication
- Multi-Source Cross-Lingual Model Transfer: Learning What to Share
  
  Xilun Chen, Ahmed Awadallah, Hany Hassan Awadalla, Wei Wang, Claire Cardie
  
  The 57th Annual Meeting of the Association for Computational Linguistics (ACL) | July 2019
  
  Publication Github
- Context-Aware Intent Identification in Email Conversations
  
  Wei Wang, Saghar Hosseini, Ahmed Awadallah, Paul Bennett, Chris Quirk
  
  Proceedings of the 42nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019) | July 2019
  
  Publication
- Task Completion Detection
  
  Ryen W. White, Ahmed Awadallah, Robert Sim
  
  Proceedings of the 42nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2019) | July 2019
  
  Publication
- Exploring User Behavior in Email Re-Finding Tasks
  
  Joel Mackenzie, Kshitiz Gupta, Fang Qiao, Ahmed Awadallah, Milad Shokouhi
  
  The 28th International Web Conference (WWW 2019) | May 2019
  
  Publication
- Email Triage: Challenges and Opportunities
  
  Bahar Sarrafzadeh, Ahmed Awadallah, Milad Shokouhi
  
  ACM SIGIR Conference on Human Information Interaction and Retrievak (CHIIR) | March 2019
  
  Publication
- Learning About Work Tasks to Inform Intelligent Assistant Design
  
  Johanne R. Trippas, Damiano Spina, Falk Scholer, Ahmed Awadallah, Peter Bailey, Paul Bennett, Ryen W. White, Jonathan Liono, Yongli Ren, Flora D. Salim, Mark Sanderson
  
  The Fourth ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR 2019) | March 2019
  
  Publication
- Task Duration Estimation
  
  Ryen W. White, Ahmed Awadallah
  
  The Twelfth International Conference on Web Search and Data Mining (WSDM) | February 2019
  
  Publication
- Characterizing and Predicting Email Deferral Behaviour
  
  Bahar Sarrafzadeh, Ahmed Awadallah, Christopher Lin, CJ Lee, Milad Shokouhi, Susan Dumais
  
  The Twelfth International Conference on Web Search and Data Mining (WSDM) | February 2019
  
  Publication
- Task Intelligence Workshop @ WSDM 2019
  
  Ahmed Awadallah, Cathal Gurrin, Mark Sanderson, Ryen W. White
  
  The International Conference on Web Search and Data Mining (WSDM 2019). | February 2019
  
  Publication
- Adversarial Training for Community Question Answer Selection Based on Multi-scale Matching
  
  Xiao Yang, Miaosen Wang, Madian Khabsa, Wei Wang, Ahmed Awadallah
  
  AAAI Conference on Artificial Intelligence | January 2019
  
  Publication
- Natural Language Interfaces with Fine-Grained User Interaction: A Case Study on Web APIs
  
  Yu Su, Ahmed Awadallah, Miaosen Wang, Ryen W. White
  
  Proceedings of the 41th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018) | July 2018
  
  Publication Publication Projet
- Characterizing and Supporting Question Answering in Human-to-Human Communication
  
  X. Yang, Ahmed Awadallah, Madian Khabsa, Wei Wang, Miaosen Wang
  
  Proceedings of the 41th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2018) | June 2018
  
  DOI Publication
- The Lifetime of Email Messages: A Large-Scale Analysis of Email Revisitation
  
  Tarfah Alrashed, Ahmed Awadallah, Susan Dumais
  
  In Proceedings of the 2018 ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR) | March 2018
  
  Publication
- LearnIR: WSDM 2018 Workshop on Learning from User Interactions
  
  Rishabh Mehrotra, Ahmed Awadallah, Emine Yilmaz
  
  The International Conference on Web Search and Data Mining (WSDM 2018). | February 2018
  
  Publication
- Actionable Email Intent Modeling with Reparametrized RNNs
  
  Chu-Cheng Lin, Dongyeop Kang, Michael Gamon, Madian Khabsa, Ahmed Awadallah, Patrick Pantel
  
  AAAI | December 2017
  
  Publication Publication
- Building Natural Language Interfaces to Web APIs
  
  Yu Su, Ahmed Awadallah, Madian Khabsa, Patrick Pantel, Michael Gamon
  
  In Proceedings of the 26th ACM international conference on Information and knowledge management (CIKM '17) | December 2017
  
  Publication Publication Télécharger Projet
- Characterizing and Predicting Enterprise Email Reply Behavior
  
  Liu Yang, Susan Dumais, Paul Bennett, Ahmed Awadallah
  
  Proceedings of the 40th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017) | December 2017
  
  Publication Publication
- Beyond Success Rate: Utility as a Search Quality Metric for Online Experiments
  
  Widad Machmouchi, Ahmed Awadallah, Imed Zitouni, Georg Buscher
  
  2017 Conference on Information and Knowledge Management | November 2017
  
  DOI
- Deep Sequential Models for Task Satisfaction Prediction
  
  Rishabh Mehrotra, Ahmed Awadallah, Emine Yilmaz, Milad Shokouhi, Imed Zitouni, Ahmed El Kholy, Madian Khabsa
  
  The 26th ACM Conference on Information and Knowledge Management (CIKM 2017) | November 2017
  
  Publication
- Self-Es: The Role of Emails-to-Self in Personal Information Management
  
  Horatiu Bota, Paul N. Bennett, Ahmed Awadallah, Susan T. Dumais
  
  Proceedings of the 2nd ACM Conference on Human Information Interaction and Retrieval (CHIIR '17) | November 2017
  
  Publication Publication Projet
- User Interaction Sequences for Search Satisfaction Prediction
  
  Rishabh Mehrotra, Imed Zitouni, Ahmed Awadallah, Ahmed El Kholy
  
  The 40th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017). | August 2017
  
  Publication Publication
- Identifying User Sessions in Interactions with Intelligent Assistants
  
  Rishabh Mehrota, Ahmed El Kholy, Imed Zitouni, Milad Shokouhi, Ahmed Awadallah
  
  The 26th International World Wide Web Conference (WWW 2017) | April 2017
  
  Publication
- Learning to Account for Good Abandonment in Search Success Metrics
  
  Madian Khabsa, Aidan C. Crook, Ahmed Awadallah, Imed Zitouni, Tasos Anastasakos, Kyle Williams
  
  Interactional Conference on Information and Knowledge Management (CIKM '16) | October 2016
  
  Publication
- Learning to Account for Good Abandonment in Search Success Metrics
  
  Madian Khabsa, Aidan Crook, Ahmed Awadallah, Imed Zitouni, Tasos Anastasakos, Kyle Williams
  
  Proceedings of the 25th ACM International Conference on Information and Knowledge Management (CIKM 2016) | October 2016
  
  Publication
- Predicting User Satisfaction with Intelligent Assistants
  
  Julia Kiselava, Kyle Williams, Jiepu Jiang, Ahmed Awadallah, Imed Zitouni, Aidan C. Crook, Tasos Anastasakos
  
  International Conference on Research and Development in Information Retrieval (SIGIR '16) | July 2016
  
  Publication
- Is This Your Final Answer? Evaluating the Effect of Answers on Good Abandonment in Mobile Search
  
  Kyle Williams, Julia Kiselava, Imed Zitouni, Aidan C. Crook, Ahmed Awadallah, Madian Khabsa
  
  International Conference on Research and Development in Information Retrieval (SIGIR '16) | July 2016
  
  Publication
- Understanding User Satisfaction with Intelligent Assistants
  
  Julia Kiseleva, Kyle Williams, Jiepu Jiang, Ahmed Awadallah, Imed Zitouni, Aidan Crook , Tasos Anastasakos
  
  The ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR 2016) | June 2016
  
  Publication Publication
- Is This Your Final Answer? Evaluating the Effect of Answers on Good Abandonment in Mobile Search
  
  Kyle Williams, Julia Kiseleva, Aidan Crook, Ahmed Awadallah, Imed Zitouni, Madian Khabsa
  
  The 39th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2016). | June 2016
  
  Publication
- Predicting User Satisfaction with Intelligent Assistants
  
  Julia Kiseleva, Kyle Williams , Ahmed Awadallah, Aidan Crook, Imed Zitouni, Tasos Anastasakos
  
  The 39th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2016) | June 2016
  
  Publication Publication
- Activity Modeling in Email
  
  Ashequl Qadir, Ahmed Awadallah, Michael Gamon, Patrick Pantel
  
  The 15th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT 2016) | June 2016
  
  Publication
- Detecting Good Abandonment in Mobile Search
  
  Kyle Williams, Julia Kiselava, Aidan C. Crook, Imed Zitouni, Ahmed Awadallah, Madian Khabsa
  
  International World Wide Web Conference (WWW '16) | April 2016
  
  Publication
- Detecting Good Abandonment in Mobile Search
  
  Kyle Williams, Julia Kiseleva, Imed Zitouni, Ahmed Awadallah, Aidan Crook, Madian Khabsa, Tasos Anastasakos
  
  The 25th International World Wide Web Conference (WWW 2016) | April 2016
  
  Publication Publication
- Understanding User Satisfaction with Intelligent Assistants
  
  Julia Kiselava, Kyle Williams, Jiepu Jiang, Ahmed Awadallah, Aidan C. Crook, Imed Zitouni, Tasos Anastasakos
  
  Conference on Human Information Interaction and Retrieval (CHIIR '16) | March 2016
  
  Publication Publication
- Characterizing and Predicting Voice Query Reformulation
  
  Ahmed Awadallah, Ranjitha Gurunath Kulkarni, Umut Ozertem, Rosie Jones
  
  The 24th ACM International Conference on Information and Knowledge Management (CIKM 2015) | October 2015
  
  Publication Publication
- Struggling and Success in Web Search
  
  Dan Odijk, Ryen W. White, Ahmed Awadallah, Susan Dumais
  
  The 24th ACM International Conference on Information and Knowledge Management (CIKM 2015) | October 2015
  
  Best Student Paper
  
  Publication
- Understanding and Predicting Graded Search Satisfaction
  
  Jiepu Jiang, Ahmed Awadallah, Xiaolin Shi, Ryen W. White
  
  The 8th International ACM Conference on Web Search and Data Mining (WSDM 2015) | June 2015
  
  Publication Publication
- Automatic Online Evaluation of Intelligent Personal Assistants
  
  Jiepu Jiang, Ahmed Awadallah, Rosie Jones, Umut Ozertem, Imed Zitouni, Ranjitha Gurunath Kulkarni , Omar Zia Khan
  
  The 24th International World Wide Web Conference (WWWW 2015) | May 2015
  
  Publication
- A Random Walk based Model for Identifying Semantic Orientation
  
  Ahmed Awadallah, Amjad Abu-Jbara, Wanchen Lu, Dragomir R. Radev
  
  Computational Linguistics | September 2014
  
  Publication Publication
- Enhancing Personalization via Search Activity Attribution
  
  Adish Singla, Ryen W. White, Ahmed Awadallah, Eric Horvitz
  
  The 36th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2014) | July 2014
  
  Publication Publication
- Comparing Client and Server Dwell Time Estimates for Click-Level Satisfaction Prediction
  
  Youngho Kim, Ahmed Awadallah, Ryen W. White, Imed Zitouni
  
  The 36th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2014) | July 2014
  
  Publication Publication
- Context-Aware Web Search Abandonment Prediction
  
  Yang Song, Xiaolin Shi, Ryen W. White, Ahmed Awadallah
  
  ACM SIGIR 2014 | July 2014
  
  ACM SIGIR 2014
  
  Publication
- Modeling Action-level Satisfaction for Search Task Satisfaction Prediction
  
  Hongning Wang, Yang Song, Ming-Wei Chang, Xiaodong He, Ahmed Awadallah, Ryen W. White
  
  ACM SIGIR 2014 | July 2014
  
  ACM SIGIR 2014
  
  Publication
- From Devices to People: Attribution of Search Activity in Multi-User Settings
  
  Ryen W. White, Ahmed Awadallah, Adish Singla , Eric Horvitz
  
  The 23rd International World Wide Web Conference (WWW 2014) | June 2014
  
  Publication Publication
- Supporting Complex Search Tasks
  
  Ahmed Awadallah, Ryen W. White, Patrick Pantel, Susan Dumais, Yi-Min Wang
  
  The 23rd ACM Conference on Information and Knowledge Management (CIKM 2014) | June 2014
  
  Publication
- Machine Assisted Search Preference Evaluation
  
  Ahmed Awadallah, Imed Zitouni
  
  The 23rd ACM Conference on Information and Knowledge Management (CIKM 2014). | June 2014
  
  Publication Publication
- Contextual and Dimensional Relevance Judgments for Reusable SERP-level Evaluation
  
  Peter Golbus, Imed Zitouni, Jinyoung Kim, Ahmed Awadallah, Fernando Diaz
  
  The 23rd International World Wide Web Conference (WWW 2014) | April 2014
  
  Publication Publication
- Modeling Dwell Time to Predict Click-level Satsifaction
  
  Youngho Kim, Ahmed Awadallah, Ryen W. White, Imed Zitouni
  
  The 7th Annual International ACM Conference on Web Search and Data Mining (WSDM 2014) | February 2014
  
  Publication
- Struggling or Exploring? Disambiguating Search Sessions
  
  Ahmed Awadallah, Ryen W. White, Susan Dumais, Yi-Min Wang
  
  7th Annual International ACM Conference on Web Search and Data Mining (WSDM 2014) | February 2014
  
  Publication
- Personalized Models of Search Satisfaction
  
  Ahmed Awadallah, Ryen W. White
  
  October 2013
  
  Publication
- Beyond Clicks: Query Reformulation as a Predictor of Search Satisfaction
  
  Ahmed Awadallah, Xiaolin Shi, Nick Craswell, Bill Ramsey
  
  ACM International Conference on Information and Knowledge Management (CIKM) | October 2013
  
  Publication
- Identifying Web Search Query Reformulation using Concept based Matching
  
  Ahmed Awadallah
  
  October 2013
  
  Publication
- Toward Self-Correcting Search Engines: Using Underperforming Queries to Improve Search
  
  Yi-Min Wang, Ryen W. White, Ahmed Awadallah
  
  The 36th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2013). | July 2013
  
  Publication
- Enhancing Personalized Search by Mining and Modeling Task Behavior
  
  Wei Chu, Yang Song, Hongning Wang, Ryen W. White, Xiaodong He, Ahmed Awadallah
  
  International World Wide Web Conference (WWW) | May 2013
  
  Publication
- Playing by the Rules: Mining Query Associations to Predict Search Performance
  
  Youngho Kim, Ahmed Awadallah, Ryen W. White, Yi-Min Wang
  
  February 2013
  
  Publication
- Extracting Signed Social Networks From Text
  
  Ahmed Awadallah, Amjad Abu-Jbara, Dragomir Radev
  
  Proceedings of the TextGraphs-7 Workshop at ACL | July 2012
  
  Publication
- Detecting Subgroups in Online Discussions by Modeling Positive and Negative Relations among Participants
  
  Ahmed Awadallah, Amjad Abu-Jbara
  
  Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning | July 2012
  
  Publication
- AttitudeMiner: Mining Attitude from Online Discussions
  
  Amjad Abu-Jbara, Ahmed Awadallah, Dragomir Radev
  
  The North American Chapter of the Association of Computational Linguistics (NAACL 2012). | June 2012
  
  Publication
- Task Tours: Helping Users Tackle Complex Search Tasks
  
  Ahmed Awadallah, Ryen W. White
  
  CIKM '12 Proceedings of the 21st ACM international conference on Information and knowledge management | January 2012
  
  Publication
- A Deterministic Annealing Approach to Learning Bayesian Networks
  
  Ahmed Awadallah, Amir Atiya, Ihab Talkhan
  
  Artificial Intelligent Systems and Machine Learning | January 2012
  
  Publication
- A semi-supervised approach to modeling web search satisfaction
  
  Ahmed Awadallah
  
  The 35th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2012). | January 2012
  
  Publication
- A Task Level User Satisfaction Metric and its Application on Improving Relevance Estimation
  
  Ahmed Awadallah, Yang Song, Li-wei He
  
  ACM Conference on Information and Knowledge Management (CIKM) | October 2011
  
  Publication Publication
- Identifying the Semantic Orientation of Foreign Words
  
  Ahmed Awadallah, Amjad Abu-Jbara, Rahul Jha, Dragomir Radev
  
  Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics:shortpapers | June 2011
  
  Publication
- What’s with the Attitude? Identifying Sentences with Attitude in Online Discussions
  
  Ahmed Awadallah, Vahed Qazvinian, Dragomir Radev
  
  Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing | October 2010
  
  Publication
- Identifying Text Polarity Using Random Walks
  
  Ahmed Awadallah, Dragomir Radev
  
  Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics | July 2010
  
  Publication
- Beyond DCG: User Behavior as a Predictor of a Successful Search
  
  Ahmed Awadallah, Rosie Jones, Kristina Lisa Klinkner
  
  WSDM '10 Proceedings of the third ACM international conference on Web search and data mining | February 2010
  
  Publication Publication Publication
- A Case Study of Using Geographic Cues to Predict Query News Intent
  
  Ahmed Awadallah, Rosie Jones, Fernando Diaz
  
  GIS '09 Proceedings of the 17th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems | November 2009
  
  Publication
- Using Citations to Generate Surveys of Scientific Paradigms
  
  Saif Mohammad, Bonnie Dorr, Melissa Egan, Ahmed Awadallah, Pradeep Muthukrishan, Vahed Qazvinian, Dragomir Radev, David Zajic
  
  NAACL '09 Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics | June 2009
  
  Publication
- Content Based Recommendation and Summarization in the Blogosphere
  
  Ahmed Awadallah, Dragomir Radev, Junghoo Cho, Amruta Joshi
  
  Proceedings of the Third International ICWSM Conference (2009) | June 2009
  
  Publication
- Geographic Features in Web Search Retrieval
  
  Rosie Jones, Ahmed Awadallah, Fernando Diaz
  
  GIR '08 Proceedings of the 2nd international workshop on Geographic information retrieval | October 2008
  
  Publication Publication
- Tracking the Dynamic Evolution of Participant Salience in a Discussion
  
  Ahmed Awadallah, Anthony Fader, Michael H. Crespin, Kevin M. Quinn, Burt L. Monroe, Michael Colaresi, Dragomir R. Radev
  
  Association for Computational Linguistics | August 2008
  
  Publication
- Language Independent Text Correction using Finite State Automata
  
  Ahmed Awadallah, Sara Noeman, Hany Hassan Awadalla
  
  Proceedings of the Third International Joint Conference on Natural Language Processing: Volume-II | January 2008
  
  Publication
- BioNoculars: Extracting Protein-Protein Interactions from Biomedical Text
  
  Amgad Madkour, Kareem Darwish, Hany Hassan Awadalla, Ahmed Awadallah, Ossama Emam
  
  BioNLP '07 Proceedings of the Workshop on BioNLP 2007: Biological, Translational, and Clinical Language Processing | June 2007
  
  Publication
- BioNoculars : Extracting relations between entities from biomedical documents using a fully unsupervised Statistical Approach
  
  Amgad Madkour, Hany Hassan Awadalla, Ahmed Awadallah, Ossama Emam
  
  ACL BioNLP | May 2007
  
  Publication
- Unsupervised Information Extraction Approach Using Graph Mutual Reinforcement
  
  Hany Hassan Awadalla, Ahmed Awadallah, Ossama Emam
  
  Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing (EMNLP 2006) | November 2006
  
  Publication
- A Graph Based Semi-Supervised Approach for Information Extraction.
  
  Hany Hassan Awadalla, Ahmed Awadallah, Sara Noeman
  
  TextGraphs-1 Proceedings of the First Workshop on Graph Based Methods for Natural Language Processing | June 2006
  
  Publication
- Personalizing Search on Shared Devices
  
  Ryen W. White, Ahmed Awadallah
  
  June 2015 | édition The 38th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2015)
  
  The 38th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2015)
  
  Publication