2021年8月1日 – 2021年8月6日

Microsoft at ACL-IJCNLP 2021

地点： Virtual

论文与出版物

查看方式：

- 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
- A Survey of Race, Racism, and Anti-Racism in NLP
  
  Anjalie Field, Su Lin Blodgett, Zeerak Waseem, Yulia Tsvetkov
  
  ACL-IJCNLP 2021 | July 2021
  
  Publication
- Adapt-and-Distill: Developing Small, Fast and Effective Pretrained Language Models for Domains
  
  Yunzhi Yao, Shaohan Huang, Wenhui Wang, Li Dong, Furu Wei
  
  ACL-IJCNLP 2021 | July 2021
  
  Publication Github
- ADEPT: An Adjective-Dependent Plausibility Task
  
  Ali Emami, Ian Porada, Alexandra Olteanu, Kaheer Suleman, Adam Trischler, Jackie Chi Kit Cheung
  
  ACL-IJCNLP 2021 | August 2021
  
  Publication
- AdvPicker: Effectively Leveraging Unlabeled Data via Adversarial Discriminator for Cross-Lingual NER
  
  Weile Chen, Huiqiang Jiang, Qianhui Wu, Börje F. Karlsson, Yi Guan
  
  59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021) | August 2021
  
  Publication 项目
- An Empirical Study on Hyperparameter Optimization for Fine-Tuning Pre-trained Language Models
  
  Xueqing Liu, Chi Wang
  
  ACL-IJCNLP 2021 | August 2021
  
  Preprint Github 项目
- An Improved Model for Voicing Silent Speech
  
  David Gaddy, Dan Klein
  
  ACL-IJCNLP 2021 | July 2021
  
  Publication
- Are Larger Pretrained Language Models Uniformly Better? Comparing Performance at the Instance Level
  
  Ruiqi Zhong, Dhruba Ghosh, Dan Klein, Jacob Steinhardt
  
  ACL-IJCNLP 2021 | May 2021
  
  Publication
- Automatic Document Sketching: Generating Drafts from Analogous Texts
  
  Zeqiu Wu, Michel Galley, Chris Brockett, Yizhe Zhang, Bill Dolan
  
  ACL-IJCNLP 2021 | May 2021
  
  Publication
- Bringing Structure into Summaries: a Faceted Summarization Dataset for Long Scientific Documents
  
  Rui Meng, Khushboo Thaker, Lei Zhang, Yue Dong, Xingdi Yuan, Tong Wang, Daqing He
  
  ACL-IJCNLP 2021 | May 2021
  
  Publication
- CHASE: A Large-Scale and Pragmatic Chinese Dataset for Cross-Database Context-Dependent Text-to-SQL
  
  Jiaqi GUO, Ziliang Si, Yu WANG, Qian LIU, Ming FAN, Jian-Guang Lou, Zijiang YANG, Ting LIU
  
  ACL-IJCNLP 2021 | July 2021
  
  Publication 项目
- Cluster-Former: Clustering-based Sparse Transformer for Long-Range Dependency Encoding
  
  Shuohang Wang, Luowei Zhou, Zhe Gan, Yen-Chun Chen, Siqi Sun, Yuwei Fang, Yu Cheng, Jingjing Liu
  
  ACL-IJCNLP 2021 | August 2021
- Consistency Regularization for Cross-Lingual Fine-Tuning
  
  Bo Zheng, Li Dong, Shaohan Huang, Wenhui Wang, Zewen Chi, Saksham Singhal, Wanxiang Che, Ting Liu, Xia Song, Furu Wei
  
  ACL-IJCNLP 2021 | June 2021
  
  PDF
- Constructing Flow Graphs from Procedural Cybersecurity Texts
  
  Kuntal Kumar Pal, Kazuaki Kashihara, Pratyay Banerjee, Swaroop Mishra, Ruoyu Wang, Chitta Baral
  
  ACL-IJCNLP 2021 | May 2021
  
  Publication
- ConvoSumm: Conversation Summarization Benchmark and Improved Abstractive Summarization with Argument Mining
  
  Alexander R. Fabbri, Faiaz Rahman, Imad Rizvi, Borui Wang, Haoran Li, Yashar Mehdad, Dragomir Radev
  
  ACL-IJCNLP 2021 | May 2021
  
  Publication
- CoSQA: 20,000+ Web Queries for Code Search and Question Answering
  
  Junjie Huang, Duyu Tang, Linjun Shou (寿林钧), Ming Gong (YIMING), Ke Xu, Daxin Jiang (姜大昕), Ming Zhou, Nan Duan
  
  ACL-IJCNLP 2021 | May 2021
  
  Publication Github Github 项目
- DeepRapper: Neural Rap Generation with Rhyme and Rhythm Modeling
  
  Lanqing Xue, Kaitao Song, Duocai Wu, Xu Tan, Nevin L. Zhang, Tao Qin, Wei-Qiang Zhang, Tie-Yan Liu
  
  ACL-IJCNLP 2021 | July 2021
  
  PDF 项目
- EarlyBERT: Efficient BERT Training via Early-bird Lottery Tickets
  
  Xiaohan Chen, Yu Cheng, Shuohang Wang, Zhe Gan, Atlas Wang, Jingjing Liu
  
  ACL-IJCNLP 2021 | August 2021
  
  项目
- End-to-End NLP Knowledge Graph Construction
  
  Ishani Mondal, Yufang Hou, Charles Jochim
  
  ACL-IJCNLP 2021 | June 2021
  
  Publication
- FastSeq: Make Sequence Generation Faster
  
  Yu Yan, Fei Hu, Jiusheng Chen, Nikhil Bhendawade, Ting Ye, Yeyun Gong, Nan Duan, Desheng Cui, Bingyu Chi, Ruofei Zhang
  
  2021 Meeting of the Association for Computational Linguistics | August 2021
  
  Publication Github
- GEM: A General Evaluation Benchmark for Multimodal Tasks
  
  Lin Su, Nan Duan, Edward Cui, Lei Ji, Chenfei Wu, Huaishao Luo, Yongfei Liu, Ming Zhong, Taroon Bharti, Arun Sacheti
  
  ACL-IJCNLP 2021 | July 2021
  
  Publication
- Go-Figure: A Meta Evaluation of Factuality in Summarization
  
  Saadia Gabriel, Asli Celikyilmaz, Rahul Jha, Yejin Choi, Jianfeng Gao
  
  ACL-IJCNLP 2021 | August 2021
  
  Preprint Publication
- Grammar-Based Patches Generation for Automated Program Repair
  
  Yu Tang, Long Zhou, Ambrosio Blanco, Shujie Liu, Furu Wei, Ming Zhou, Muyun Yang
  
  ACL-IJCNLP 2021 | July 2021
  
  PDF
- Hi-Transformer: Hierarchical Interactive Transformer for Efficient and Effective Long Document Modeling
  
  Chuhan Wu, Fangzhao Wu, Tao Qi, Yongfeng Huang
  
  ACL-IJCNLP 2021 | June 2021
  
  Publication
- HieRec: Hierarchical User Interest Modeling for Personalized News Recommendation
  
  Tao Qi, Fangzhao Wu, Chuhan Wu, Peiru Yang, Yang Yu, Xing Xie, Yongfeng Huang
  
  ACL-IJCNLP 2021 | June 2021
  
  Publication
- How Does Distilled Data Complexity Impact the Quality and Confidence of Non-Autoregressive Machine Translation?
  
  Weijia Xu, Shuming Ma, Dongdong Zhang, Marine Carpuat
  
  ACL-IJCNLP 2021 | May 2021
  
  Publication
- Improving Pretrained Cross-Lingual Language Models via Self-Labeled Word Alignment
  
  Zewen Chi, Li Dong, Bo Zheng, Shaohan Huang, Xian-Ling Mao, Heyan Huang, Furu Wei
  
  ACL-IJCNLP 2021 | June 2021
  
  Publication
- Instantaneous Grammatical Error Correction with Shallow Aggressive Decoding
  
  Xin Sun, Tao Ge, Furu Wei, Houfeng Wang
  
  ACL-IJCNLP 2021 | June 2021
  
  Publication
- Issues with Entailment-based Zero-shot Text Classification
  
  Tingting Ma, Jin-Ge Yao, Chin-Yew Lin, Tiejun Zhao
  
  ACL-IJCNLP 2021 | August 2021
  
  Publication
- K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters
  
  Ruize Wang, Duyu Tang, Nan Duan, zhongyu wei, Xuanjing Huang, Jianshu Ji, Guihong Cao, Daxin Jiang (姜大昕), Ming Zhou
  
  ACL-IJCNLP 2021 | July 2021
  
  Preprint Publication
- KaggleDBQA: Realistic Evaluation of Text-to-SQL Parsers
  
  Chia-Hsuan Lee, Alex Polozov, Matthew Richardson
  
  ACL-IJCNLP 2021 | August 2021
  
  PDF 下载项目
- Keep It Simple: Unsupervised Simplification of Multi-Paragraph Text
  
  Philippe Laban, Tobias Schnabel, Paul Bennett, Marti A. Hearst
  
  ACL-IJCNLP 2021 | July 2021
  
  Publication
- LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding
  
  Yang Xu, Yiheng Xu, Tengchao Lv, Lei Cui, Furu Wei, Guoxin Wang, Yijuan Lu, Dinei Florencio, Cha Zhang, Wanxiang Che, Min Zhang, Lidong Zhou
  
  ACL-IJCNLP 2021 | January 2021
  
  Preprint Publication Github 项目
- Learning Algebraic Recombination for Compositional Generalization
  
  Chenyao Liu, Shengnan An, Zeqi Lin, Qian Liu, Bei Chen, Jian-Guang Lou, Lijie Wen, Nanning Zheng, Dongmei Zhang
  
  ACL-IJCNLP 2021 (findings) | July 2021
  
  Publication 项目
- Learning to Sample Replacements for ELECTRA Pre-Training
  
  Yaru Hao, Li Dong, Hangbo Bao, Ke Xu, Furu Wei
  
  ACL-IJCNLP 2021 | June 2021
  
  PDF
- Memory-Efficient Differentiable Transformer Architecture Search
  
  Yuekai Zhao, Li Dong, Yelong Shen, Zhihua Zhang, Furu Wei, Wei Chen
  
  ACL-IJCNLP 2021 | May 2021
  
  Publication
- Multilingual Agreement for Multilingual Neural Machine Translation
  
  Jian Yang, Yuwei Yin, Shuming Ma, Haoyang Huang, Dongdong Zhang, Zhoujun Li, Furu Wei
  
  July 2021
- MusicBERT: Symbolic Music Understanding with Large-Scale Pre-Training
  
  Mingliang Zeng, Xu Tan, Rui Wang, Zeqian Ju, Tao Qin, Tie-Yan Liu
  
  ACL-IJCNLP 2021 | June 2021
  
  Publication 项目
- On Commonsense Cues in BERT for Solving Commonsense Tasks
  
  Leyang Cui, Sijie Cheng, Yu Wu, Yue Zhang
  
  ACL-IJCNLP 2021 | June 2021
  
  Publication
- One Teacher is Enough? Pre-trained Language Model Distillation from Multiple Teachers
  
  Chuhan Wu, Fangzhao Wu, Yongfeng Huang
  
  ACL-IJCNLP 2021 | June 2021
  
  Publication
- PENS: A Dataset and Generic Framework for Personalized News Headline Generation
  
  Xiang Ao, Xiting Wang, Ling Luo, Ying Qiao, Qing He, Xing Xie
  
  The Annual Meeting of the Association for Computational Linguistics (ACL) | August 2021
  
  PDF
- PP-Rec: News Recommendation with Personalized User Interest and Time-aware News Popularity
  
  Tao Qi, Fangzhao Wu, Chuhan Wu, Yongfeng Huang
  
  ACL-IJCNLP 2021 | June 2021
  
  Publication
- ProphetNet-X: Large-Scale Pre-training Models for English, Chinese, Multi-lingual, Dialog, and Code Generation
  
  Weizhen Qi, Yeyun Gong, Yu Yan, Can Xu, Bolun Yao, Bartuer Zhou, Biao Cheng, Daxin Jiang (姜大昕), Jiusheng Chen, Ruofei Zhang, Houqiang Li, Nan Duan
  
  2021 Meeting of the Association for Computational Linguistics | August 2021
  
  Publication Github
- RADDLE: An Evaluation Benchmark and Analysis Platform for Robust Task-oriented Dialog Systems
  
  Baolin Peng, Chunyuan Li, Zhu Zhang, Chenguang Zhu, Jinchao Li, Jianfeng Gao
  
  ACL-IJCNLP 2021 | August 2021
  
  Publication
- ReTraCk: A Flexible and Efficient Framework for Knowledge Base Question Answering
  
  Shuang Chen, Qian Liu, Zhiwei Yu, Chin-Yew Lin, Jian-Guang Lou, Feng Jiang
  
  ACL-IJCNLP 2021 (Demo Track) | August 2021
  
  Publication 项目项目
- Retrieval Enhanced Model for Commonsense Generation
  
  Han Wang, Yang Liu, Chenguang Zhu, Linjun Shou (寿林钧), Ming Gong (YIMING), Yichong Xu, Michael Zeng
  
  ACL-IJCNLP 2021 | August 2021
  
  Publication
- Robust Knowledge Graph Completion with Stacked Convolutions and a Student Re-Ranking Network
  
  Justin Lovelace, Denis Newman-Griffis, Shikhar Vashishth, Jill Fain Lehman, Carolyn Penstein Rosé
  
  ACL-IJCNLP 2021 | June 2021
  
  Publication
- SocAoG: Incremental Graph Parsing for Social Relation Inference in Dialogues
  
  Liang Qiu, Yuan Liang, Yizhou Zhao, Pan Lu, Baolin Peng, Zhou Yu, Ying Nian Wu, Song-Chun Zhu
  
  ACL-IJCNLP 2021 | June 2021
  
  Publication
- Stereotyping Norwegian Salmon: An Inventory of Pitfalls in Fairness Benchmark Datasets
  
  Su Lin Blodgett, Gilsinia Lopez, Alexandra Olteanu, Robert Sim, Hanna Wallach
  
  ACL-IJCNLP 2021 | August 2021
  
  Publication
- Super Tickets in Pre-Trained Language Models: From Model Compression to Improving Generalization
  
  Chen Liang, Simiao Zuo, Minshuo Chen, Haoming Jiang, Xiaodong Liu, Pengcheng He, Tuo Zhao, Wei Chen
  
  ACL-IJCNLP 2021 | May 2021
  
  Publication
- Template-Based Named Entity Recognition Using BART
  
  Leyang Cui, Yu Wu, Jian Liu, Sen Yang, Yue Zhang
  
  ACL-IJCNLP 2021 | June 2021
  
  Publication
- Use of Formal Ethical Reviews in NLP Literature: Historical Trends and Current Practices
  
  Sebastin Santy, Anku Rani, Monojit Choudhury
  
  ACL-IJCNLP 2021 | June 2021
  
  Publication
- Value-Agnostic Conversational Semantic Parsing
  
  Emmanouil Antonios Platanios, Adam Pauls, Subhro Roy, Yuchen Zhang, Alexander Kyte, Alan Guo, Sam Thomson, Jayant Krishnamurthy, Jason Wolfe, Jacob Andreas, Dan Klein
  
  ACL-IJCNLP 2021 | August 2021
- Few-Shot Text Ranking with Meta Adapted Synthetic Weak Supervision
  
  Si Sun, Yingzhuo Qian, Zhenghao Liu, Chenyan Xiong, Kaitao Zhang, Jie Bao, Zhiyuan Liu, Paul Bennett
  
  ACL-IJCNLP 2021 | December 2020
  
  Publication
- Fusing Context Into Knowledge Graph for Commonsense Question Answering
  
  Yichong Xu, Chenguang Zhu, Ruochen Xu, Yang Liu, Michael Zeng, Xuedong Huang
  
  ACL-IJCNLP 2021 | December 2020
  
  Publication
- Generation-Augmented Retrieval for Open-domain Question Answering
  
  Yuning Mao, Pengcheng He, Xiaodong Liu, Yelong Shen, Jianfeng Gao, Jiawei Han, Wei Chen
  
  ACL-IJCNLP 2021 | September 2020
  
  Publication
- GLGE: A New General Language Generation Evaluation Benchmark
  
  Dayiheng Liu, Yu Yan, Yeyun Gong, Weizhen Qi, Hang Zhang, Jian Jiao, Wei Chen, Jie Fu, Linjun Shou, Ming Gong (YIMING), Pengcheng Wang, Jiusheng Chen, Daxin Jiang (姜大昕), Jiancheng Lv, Ruofei Zhang, Winnie Wu, Ming Zhou, Nan Duan
  
  ACL-IJCNLP 2021 | November 2020
  
  Publication 下载
- MiniLMv2: Multi-Head Self-Attention Relation Distillation for Compressing Pretrained Transformers
  
  Wenhui Wang, Hangbo Bao, Shaohan Huang, Li Dong, Furu Wei
  
  ACL-IJCNLP 2021 | December 2020
  
  PDF Publication
- Polyjuice: Generating Counterfactuals for Explaining, Evaluating, and Improving Models
  
  Tongshuang Wu, Marco Tulio Ribeiro, Jeffrey Heer, Daniel S. Weld
  
  ACL-IJCNLP 2021 | December 2020
  
  Publication
- Reader-Guided Passage Reranking for Open-Domain Question Answering
  
  Yuning Mao, Pengcheng He, Xiaodong Liu, Yelong Shen, Jianfeng Gao, Jiawei Han, Wei Chen
  
  ACL-IJCNLP 2021 | December 2020
  
  Publication
- Syntax-Enhanced Pre-trained Model
  
  Zenan Xu, Daya Guo, Duyu Tang, Qinliang Su, Linjun Shou, Ming Gong (YIMING), Wanjun Zhong, Xiaojun Quan, Nan Duan, Daxin Jiang (姜大昕)
  
  ACL-IJCNLP 2021 | December 2020
  
  Publication
- UnitedQA: A Hybrid Approach for Open Domain Question Answering
  
  Hao Cheng, Yelong Shen, Xiaodong Liu, Pengcheng He, Wei Chen, Jianfeng Gao
  
  ACL-IJCNLP 2021 | December 2020
  
  Publication

- Super Tickets in Pre-Trained Language Models: From Model Compression to Improving Generalization
  
  Chen Liang, Simiao Zuo, Minshuo Chen, Haoming Jiang, Xiaodong Liu, Pengcheng He, Tuo Zhao, Wei Chen
  
  ACL-IJCNLP 2021 | May 2021
  
  Publication
- A Survey of Race, Racism, and Anti-Racism in NLP
  
  Anjalie Field, Su Lin Blodgett, Zeerak Waseem, Yulia Tsvetkov
  
  ACL-IJCNLP 2021 | July 2021
  
  Publication
- Adapt-and-Distill: Developing Small, Fast and Effective Pretrained Language Models for Domains
  
  Yunzhi Yao, Shaohan Huang, Wenhui Wang, Li Dong, Furu Wei
  
  ACL-IJCNLP 2021 | July 2021
  
  Publication Github
- ADEPT: An Adjective-Dependent Plausibility Task
  
  Ali Emami, Ian Porada, Alexandra Olteanu, Kaheer Suleman, Adam Trischler, Jackie Chi Kit Cheung
  
  ACL-IJCNLP 2021 | August 2021
  
  Publication
- AdvPicker: Effectively Leveraging Unlabeled Data via Adversarial Discriminator for Cross-Lingual NER
  
  Weile Chen, Huiqiang Jiang, Qianhui Wu, Börje F. Karlsson, Yi Guan
  
  59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021) | August 2021
  
  Publication 项目
- An Improved Model for Voicing Silent Speech
  
  David Gaddy, Dan Klein
  
  ACL-IJCNLP 2021 | July 2021
  
  Publication
- Are Larger Pretrained Language Models Uniformly Better? Comparing Performance at the Instance Level
  
  Ruiqi Zhong, Dhruba Ghosh, Dan Klein, Jacob Steinhardt
  
  ACL-IJCNLP 2021 | May 2021
  
  Publication
- Bringing Structure into Summaries: a Faceted Summarization Dataset for Long Scientific Documents
  
  Rui Meng, Khushboo Thaker, Lei Zhang, Yue Dong, Xingdi Yuan, Tong Wang, Daqing He
  
  ACL-IJCNLP 2021 | May 2021
  
  Publication
- CHASE: A Large-Scale and Pragmatic Chinese Dataset for Cross-Database Context-Dependent Text-to-SQL
  
  Jiaqi GUO, Ziliang Si, Yu WANG, Qian LIU, Ming FAN, Jian-Guang Lou, Zijiang YANG, Ting LIU
  
  ACL-IJCNLP 2021 | July 2021
  
  Publication 项目
- Cluster-Former: Clustering-based Sparse Transformer for Long-Range Dependency Encoding
  
  Shuohang Wang, Luowei Zhou, Zhe Gan, Yen-Chun Chen, Siqi Sun, Yuwei Fang, Yu Cheng, Jingjing Liu
  
  ACL-IJCNLP 2021 | August 2021
- Consistency Regularization for Cross-Lingual Fine-Tuning
  
  Bo Zheng, Li Dong, Shaohan Huang, Wenhui Wang, Zewen Chi, Saksham Singhal, Wanxiang Che, Ting Liu, Xia Song, Furu Wei
  
  ACL-IJCNLP 2021 | June 2021
  
  PDF
- Constructing Flow Graphs from Procedural Cybersecurity Texts
  
  Kuntal Kumar Pal, Kazuaki Kashihara, Pratyay Banerjee, Swaroop Mishra, Ruoyu Wang, Chitta Baral
  
  ACL-IJCNLP 2021 | May 2021
  
  Publication
- CoSQA: 20,000+ Web Queries for Code Search and Question Answering
  
  Junjie Huang, Duyu Tang, Linjun Shou (寿林钧), Ming Gong (YIMING), Ke Xu, Daxin Jiang (姜大昕), Ming Zhou, Nan Duan
  
  ACL-IJCNLP 2021 | May 2021
  
  Publication Github Github 项目
- DeepRapper: Neural Rap Generation with Rhyme and Rhythm Modeling
  
  Lanqing Xue, Kaitao Song, Duocai Wu, Xu Tan, Nevin L. Zhang, Tao Qin, Wei-Qiang Zhang, Tie-Yan Liu
  
  ACL-IJCNLP 2021 | July 2021
  
  PDF 项目
- EarlyBERT: Efficient BERT Training via Early-bird Lottery Tickets
  
  Xiaohan Chen, Yu Cheng, Shuohang Wang, Zhe Gan, Atlas Wang, Jingjing Liu
  
  ACL-IJCNLP 2021 | August 2021
  
  项目
- End-to-End NLP Knowledge Graph Construction
  
  Ishani Mondal, Yufang Hou, Charles Jochim
  
  ACL-IJCNLP 2021 | June 2021
  
  Publication
- FastSeq: Make Sequence Generation Faster
  
  Yu Yan, Fei Hu, Jiusheng Chen, Nikhil Bhendawade, Ting Ye, Yeyun Gong, Nan Duan, Desheng Cui, Bingyu Chi, Ruofei Zhang
  
  2021 Meeting of the Association for Computational Linguistics | August 2021
  
  Publication Github
- Few-Shot Text Ranking with Meta Adapted Synthetic Weak Supervision
  
  Si Sun, Yingzhuo Qian, Zhenghao Liu, Chenyan Xiong, Kaitao Zhang, Jie Bao, Zhiyuan Liu, Paul Bennett
  
  ACL-IJCNLP 2021 | December 2020
  
  Publication
- Fusing Context Into Knowledge Graph for Commonsense Question Answering
  
  Yichong Xu, Chenguang Zhu, Ruochen Xu, Yang Liu, Michael Zeng, Xuedong Huang
  
  ACL-IJCNLP 2021 | December 2020
  
  Publication
- GEM: A General Evaluation Benchmark for Multimodal Tasks
  
  Lin Su, Nan Duan, Edward Cui, Lei Ji, Chenfei Wu, Huaishao Luo, Yongfei Liu, Ming Zhong, Taroon Bharti, Arun Sacheti
  
  ACL-IJCNLP 2021 | July 2021
  
  Publication
- GLGE: A New General Language Generation Evaluation Benchmark
  
  Dayiheng Liu, Yu Yan, Yeyun Gong, Weizhen Qi, Hang Zhang, Jian Jiao, Wei Chen, Jie Fu, Linjun Shou, Ming Gong (YIMING), Pengcheng Wang, Jiusheng Chen, Daxin Jiang (姜大昕), Jiancheng Lv, Ruofei Zhang, Winnie Wu, Ming Zhou, Nan Duan
  
  ACL-IJCNLP 2021 | November 2020
  
  Publication 下载
- Go-Figure: A Meta Evaluation of Factuality in Summarization
  
  Saadia Gabriel, Asli Celikyilmaz, Rahul Jha, Yejin Choi, Jianfeng Gao
  
  ACL-IJCNLP 2021 | August 2021
  
  Preprint Publication
- Grammar-Based Patches Generation for Automated Program Repair
  
  Yu Tang, Long Zhou, Ambrosio Blanco, Shujie Liu, Furu Wei, Ming Zhou, Muyun Yang
  
  ACL-IJCNLP 2021 | July 2021
  
  PDF
- Hi-Transformer: Hierarchical Interactive Transformer for Efficient and Effective Long Document Modeling
  
  Chuhan Wu, Fangzhao Wu, Tao Qi, Yongfeng Huang
  
  ACL-IJCNLP 2021 | June 2021
  
  Publication
- HieRec: Hierarchical User Interest Modeling for Personalized News Recommendation
  
  Tao Qi, Fangzhao Wu, Chuhan Wu, Peiru Yang, Yang Yu, Xing Xie, Yongfeng Huang
  
  ACL-IJCNLP 2021 | June 2021
  
  Publication
- How Does Distilled Data Complexity Impact the Quality and Confidence of Non-Autoregressive Machine Translation?
  
  Weijia Xu, Shuming Ma, Dongdong Zhang, Marine Carpuat
  
  ACL-IJCNLP 2021 | May 2021
  
  Publication
- Improving Pretrained Cross-Lingual Language Models via Self-Labeled Word Alignment
  
  Zewen Chi, Li Dong, Bo Zheng, Shaohan Huang, Xian-Ling Mao, Heyan Huang, Furu Wei
  
  ACL-IJCNLP 2021 | June 2021
  
  Publication
- Instantaneous Grammatical Error Correction with Shallow Aggressive Decoding
  
  Xin Sun, Tao Ge, Furu Wei, Houfeng Wang
  
  ACL-IJCNLP 2021 | June 2021
  
  Publication
- Issues with Entailment-based Zero-shot Text Classification
  
  Tingting Ma, Jin-Ge Yao, Chin-Yew Lin, Tiejun Zhao
  
  ACL-IJCNLP 2021 | August 2021
  
  Publication
- K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters
  
  Ruize Wang, Duyu Tang, Nan Duan, zhongyu wei, Xuanjing Huang, Jianshu Ji, Guihong Cao, Daxin Jiang (姜大昕), Ming Zhou
  
  ACL-IJCNLP 2021 | July 2021
  
  Preprint Publication
- KaggleDBQA: Realistic Evaluation of Text-to-SQL Parsers
  
  Chia-Hsuan Lee, Alex Polozov, Matthew Richardson
  
  ACL-IJCNLP 2021 | August 2021
  
  PDF 下载项目
- Keep It Simple: Unsupervised Simplification of Multi-Paragraph Text
  
  Philippe Laban, Tobias Schnabel, Paul Bennett, Marti A. Hearst
  
  ACL-IJCNLP 2021 | July 2021
  
  Publication
- Learning Algebraic Recombination for Compositional Generalization
  
  Chenyao Liu, Shengnan An, Zeqi Lin, Qian Liu, Bei Chen, Jian-Guang Lou, Lijie Wen, Nanning Zheng, Dongmei Zhang
  
  ACL-IJCNLP 2021 (findings) | July 2021
  
  Publication 项目
- Learning to Sample Replacements for ELECTRA Pre-Training
  
  Yaru Hao, Li Dong, Hangbo Bao, Ke Xu, Furu Wei
  
  ACL-IJCNLP 2021 | June 2021
  
  PDF
- Memory-Efficient Differentiable Transformer Architecture Search
  
  Yuekai Zhao, Li Dong, Yelong Shen, Zhihua Zhang, Furu Wei, Wei Chen
  
  ACL-IJCNLP 2021 | May 2021
  
  Publication
- MiniLMv2: Multi-Head Self-Attention Relation Distillation for Compressing Pretrained Transformers
  
  Wenhui Wang, Hangbo Bao, Shaohan Huang, Li Dong, Furu Wei
  
  ACL-IJCNLP 2021 | December 2020
  
  PDF Publication
- Multilingual Agreement for Multilingual Neural Machine Translation
  
  Jian Yang, Yuwei Yin, Shuming Ma, Haoyang Huang, Dongdong Zhang, Zhoujun Li, Furu Wei
  
  July 2021
- MusicBERT: Symbolic Music Understanding with Large-Scale Pre-Training
  
  Mingliang Zeng, Xu Tan, Rui Wang, Zeqian Ju, Tao Qin, Tie-Yan Liu
  
  ACL-IJCNLP 2021 | June 2021
  
  Publication 项目
- On Commonsense Cues in BERT for Solving Commonsense Tasks
  
  Leyang Cui, Sijie Cheng, Yu Wu, Yue Zhang
  
  ACL-IJCNLP 2021 | June 2021
  
  Publication
- One Teacher is Enough? Pre-trained Language Model Distillation from Multiple Teachers
  
  Chuhan Wu, Fangzhao Wu, Yongfeng Huang
  
  ACL-IJCNLP 2021 | June 2021
  
  Publication
- PENS: A Dataset and Generic Framework for Personalized News Headline Generation
  
  Xiang Ao, Xiting Wang, Ling Luo, Ying Qiao, Qing He, Xing Xie
  
  The Annual Meeting of the Association for Computational Linguistics (ACL) | August 2021
  
  PDF
- Polyjuice: Generating Counterfactuals for Explaining, Evaluating, and Improving Models
  
  Tongshuang Wu, Marco Tulio Ribeiro, Jeffrey Heer, Daniel S. Weld
  
  ACL-IJCNLP 2021 | December 2020
  
  Publication
- PP-Rec: News Recommendation with Personalized User Interest and Time-aware News Popularity
  
  Tao Qi, Fangzhao Wu, Chuhan Wu, Yongfeng Huang
  
  ACL-IJCNLP 2021 | June 2021
  
  Publication
- ProphetNet-X: Large-Scale Pre-training Models for English, Chinese, Multi-lingual, Dialog, and Code Generation
  
  Weizhen Qi, Yeyun Gong, Yu Yan, Can Xu, Bolun Yao, Bartuer Zhou, Biao Cheng, Daxin Jiang (姜大昕), Jiusheng Chen, Ruofei Zhang, Houqiang Li, Nan Duan
  
  2021 Meeting of the Association for Computational Linguistics | August 2021
  
  Publication Github
- RADDLE: An Evaluation Benchmark and Analysis Platform for Robust Task-oriented Dialog Systems
  
  Baolin Peng, Chunyuan Li, Zhu Zhang, Chenguang Zhu, Jinchao Li, Jianfeng Gao
  
  ACL-IJCNLP 2021 | August 2021
  
  Publication
- Reader-Guided Passage Reranking for Open-Domain Question Answering
  
  Yuning Mao, Pengcheng He, Xiaodong Liu, Yelong Shen, Jianfeng Gao, Jiawei Han, Wei Chen
  
  ACL-IJCNLP 2021 | December 2020
  
  Publication
- ReTraCk: A Flexible and Efficient Framework for Knowledge Base Question Answering
  
  Shuang Chen, Qian Liu, Zhiwei Yu, Chin-Yew Lin, Jian-Guang Lou, Feng Jiang
  
  ACL-IJCNLP 2021 (Demo Track) | August 2021
  
  Publication 项目项目
- Robust Knowledge Graph Completion with Stacked Convolutions and a Student Re-Ranking Network
  
  Justin Lovelace, Denis Newman-Griffis, Shikhar Vashishth, Jill Fain Lehman, Carolyn Penstein Rosé
  
  ACL-IJCNLP 2021 | June 2021
  
  Publication
- SocAoG: Incremental Graph Parsing for Social Relation Inference in Dialogues
  
  Liang Qiu, Yuan Liang, Yizhou Zhao, Pan Lu, Baolin Peng, Zhou Yu, Ying Nian Wu, Song-Chun Zhu
  
  ACL-IJCNLP 2021 | June 2021
  
  Publication
- Syntax-Enhanced Pre-trained Model
  
  Zenan Xu, Daya Guo, Duyu Tang, Qinliang Su, Linjun Shou, Ming Gong (YIMING), Wanjun Zhong, Xiaojun Quan, Nan Duan, Daxin Jiang (姜大昕)
  
  ACL-IJCNLP 2021 | December 2020
  
  Publication
- Template-Based Named Entity Recognition Using BART
  
  Leyang Cui, Yu Wu, Jian Liu, Sen Yang, Yue Zhang
  
  ACL-IJCNLP 2021 | June 2021
  
  Publication
- UnitedQA: A Hybrid Approach for Open Domain Question Answering
  
  Hao Cheng, Yelong Shen, Xiaodong Liu, Pengcheng He, Wei Chen, Jianfeng Gao
  
  ACL-IJCNLP 2021 | December 2020
  
  Publication
- Use of Formal Ethical Reviews in NLP Literature: Historical Trends and Current Practices
  
  Sebastin Santy, Anku Rani, Monojit Choudhury
  
  ACL-IJCNLP 2021 | June 2021
  
  Publication
- Value-Agnostic Conversational Semantic Parsing
  
  Emmanouil Antonios Platanios, Adam Pauls, Subhro Roy, Yuchen Zhang, Alexander Kyte, Alan Guo, Sam Thomson, Jayant Krishnamurthy, Jason Wolfe, Jacob Andreas, Dan Klein
  
  ACL-IJCNLP 2021 | August 2021
- An Improved Model for Voicing Silent Speech
  
  David Gaddy, Dan Klein
  
  ACL-IJCNLP 2021 | July 2021
  
  Publication
- GEM: A General Evaluation Benchmark for Multimodal Tasks
  
  Lin Su, Nan Duan, Edward Cui, Lei Ji, Chenfei Wu, Huaishao Luo, Yongfei Liu, Ming Zhong, Taroon Bharti, Arun Sacheti
  
  ACL-IJCNLP 2021 | July 2021
  
  Publication
- KaggleDBQA: Realistic Evaluation of Text-to-SQL Parsers
  
  Chia-Hsuan Lee, Alex Polozov, Matthew Richardson
  
  ACL-IJCNLP 2021 | August 2021
  
  PDF 下载项目
- PP-Rec: News Recommendation with Personalized User Interest and Time-aware News Popularity
  
  Tao Qi, Fangzhao Wu, Chuhan Wu, Yongfeng Huang
  
  ACL-IJCNLP 2021 | June 2021
  
  Publication
- GEM: A General Evaluation Benchmark for Multimodal Tasks
  
  Lin Su, Nan Duan, Edward Cui, Lei Ji, Chenfei Wu, Huaishao Luo, Yongfei Liu, Ming Zhong, Taroon Bharti, Arun Sacheti
  
  ACL-IJCNLP 2021 | July 2021
  
  Publication
- 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
- A Survey of Race, Racism, and Anti-Racism in NLP
  
  Anjalie Field, Su Lin Blodgett, Zeerak Waseem, Yulia Tsvetkov
  
  ACL-IJCNLP 2021 | July 2021
  
  Publication
- AdvPicker: Effectively Leveraging Unlabeled Data via Adversarial Discriminator for Cross-Lingual NER
  
  Weile Chen, Huiqiang Jiang, Qianhui Wu, Börje F. Karlsson, Yi Guan
  
  59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021) | August 2021
  
  Publication 项目
- An Empirical Study on Hyperparameter Optimization for Fine-Tuning Pre-trained Language Models
  
  Xueqing Liu, Chi Wang
  
  ACL-IJCNLP 2021 | August 2021
  
  Preprint Github 项目
- An Improved Model for Voicing Silent Speech
  
  David Gaddy, Dan Klein
  
  ACL-IJCNLP 2021 | July 2021
  
  Publication
- Automatic Document Sketching: Generating Drafts from Analogous Texts
  
  Zeqiu Wu, Michel Galley, Chris Brockett, Yizhe Zhang, Bill Dolan
  
  ACL-IJCNLP 2021 | May 2021
  
  Publication
- Bringing Structure into Summaries: a Faceted Summarization Dataset for Long Scientific Documents
  
  Rui Meng, Khushboo Thaker, Lei Zhang, Yue Dong, Xingdi Yuan, Tong Wang, Daqing He
  
  ACL-IJCNLP 2021 | May 2021
  
  Publication
- Cluster-Former: Clustering-based Sparse Transformer for Long-Range Dependency Encoding
  
  Shuohang Wang, Luowei Zhou, Zhe Gan, Yen-Chun Chen, Siqi Sun, Yuwei Fang, Yu Cheng, Jingjing Liu
  
  ACL-IJCNLP 2021 | August 2021
- Constructing Flow Graphs from Procedural Cybersecurity Texts
  
  Kuntal Kumar Pal, Kazuaki Kashihara, Pratyay Banerjee, Swaroop Mishra, Ruoyu Wang, Chitta Baral
  
  ACL-IJCNLP 2021 | May 2021
  
  Publication
- ConvoSumm: Conversation Summarization Benchmark and Improved Abstractive Summarization with Argument Mining
  
  Alexander R. Fabbri, Faiaz Rahman, Imad Rizvi, Borui Wang, Haoran Li, Yashar Mehdad, Dragomir Radev
  
  ACL-IJCNLP 2021 | May 2021
  
  Publication
- CoSQA: 20,000+ Web Queries for Code Search and Question Answering
  
  Junjie Huang, Duyu Tang, Linjun Shou (寿林钧), Ming Gong (YIMING), Ke Xu, Daxin Jiang (姜大昕), Ming Zhou, Nan Duan
  
  ACL-IJCNLP 2021 | May 2021
  
  Publication Github Github 项目
- DeepRapper: Neural Rap Generation with Rhyme and Rhythm Modeling
  
  Lanqing Xue, Kaitao Song, Duocai Wu, Xu Tan, Nevin L. Zhang, Tao Qin, Wei-Qiang Zhang, Tie-Yan Liu
  
  ACL-IJCNLP 2021 | July 2021
  
  PDF 项目
- EarlyBERT: Efficient BERT Training via Early-bird Lottery Tickets
  
  Xiaohan Chen, Yu Cheng, Shuohang Wang, Zhe Gan, Atlas Wang, Jingjing Liu
  
  ACL-IJCNLP 2021 | August 2021
  
  项目
- End-to-End NLP Knowledge Graph Construction
  
  Ishani Mondal, Yufang Hou, Charles Jochim
  
  ACL-IJCNLP 2021 | June 2021
  
  Publication
- FastSeq: Make Sequence Generation Faster
  
  Yu Yan, Fei Hu, Jiusheng Chen, Nikhil Bhendawade, Ting Ye, Yeyun Gong, Nan Duan, Desheng Cui, Bingyu Chi, Ruofei Zhang
  
  2021 Meeting of the Association for Computational Linguistics | August 2021
  
  Publication Github
- Fusing Context Into Knowledge Graph for Commonsense Question Answering
  
  Yichong Xu, Chenguang Zhu, Ruochen Xu, Yang Liu, Michael Zeng, Xuedong Huang
  
  ACL-IJCNLP 2021 | December 2020
  
  Publication
- GEM: A General Evaluation Benchmark for Multimodal Tasks
  
  Lin Su, Nan Duan, Edward Cui, Lei Ji, Chenfei Wu, Huaishao Luo, Yongfei Liu, Ming Zhong, Taroon Bharti, Arun Sacheti
  
  ACL-IJCNLP 2021 | July 2021
  
  Publication
- Generation-Augmented Retrieval for Open-domain Question Answering
  
  Yuning Mao, Pengcheng He, Xiaodong Liu, Yelong Shen, Jianfeng Gao, Jiawei Han, Wei Chen
  
  ACL-IJCNLP 2021 | September 2020
  
  Publication
- GLGE: A New General Language Generation Evaluation Benchmark
  
  Dayiheng Liu, Yu Yan, Yeyun Gong, Weizhen Qi, Hang Zhang, Jian Jiao, Wei Chen, Jie Fu, Linjun Shou, Ming Gong (YIMING), Pengcheng Wang, Jiusheng Chen, Daxin Jiang (姜大昕), Jiancheng Lv, Ruofei Zhang, Winnie Wu, Ming Zhou, Nan Duan
  
  ACL-IJCNLP 2021 | November 2020
  
  Publication 下载
- Go-Figure: A Meta Evaluation of Factuality in Summarization
  
  Saadia Gabriel, Asli Celikyilmaz, Rahul Jha, Yejin Choi, Jianfeng Gao
  
  ACL-IJCNLP 2021 | August 2021
  
  Preprint Publication
- Grammar-Based Patches Generation for Automated Program Repair
  
  Yu Tang, Long Zhou, Ambrosio Blanco, Shujie Liu, Furu Wei, Ming Zhou, Muyun Yang
  
  ACL-IJCNLP 2021 | July 2021
  
  PDF
- Hi-Transformer: Hierarchical Interactive Transformer for Efficient and Effective Long Document Modeling
  
  Chuhan Wu, Fangzhao Wu, Tao Qi, Yongfeng Huang
  
  ACL-IJCNLP 2021 | June 2021
  
  Publication
- How Does Distilled Data Complexity Impact the Quality and Confidence of Non-Autoregressive Machine Translation?
  
  Weijia Xu, Shuming Ma, Dongdong Zhang, Marine Carpuat
  
  ACL-IJCNLP 2021 | May 2021
  
  Publication
- Improving Pretrained Cross-Lingual Language Models via Self-Labeled Word Alignment
  
  Zewen Chi, Li Dong, Bo Zheng, Shaohan Huang, Xian-Ling Mao, Heyan Huang, Furu Wei
  
  ACL-IJCNLP 2021 | June 2021
  
  Publication
- Issues with Entailment-based Zero-shot Text Classification
  
  Tingting Ma, Jin-Ge Yao, Chin-Yew Lin, Tiejun Zhao
  
  ACL-IJCNLP 2021 | August 2021
  
  Publication
- Keep It Simple: Unsupervised Simplification of Multi-Paragraph Text
  
  Philippe Laban, Tobias Schnabel, Paul Bennett, Marti A. Hearst
  
  ACL-IJCNLP 2021 | July 2021
  
  Publication
- LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding
  
  Yang Xu, Yiheng Xu, Tengchao Lv, Lei Cui, Furu Wei, Guoxin Wang, Yijuan Lu, Dinei Florencio, Cha Zhang, Wanxiang Che, Min Zhang, Lidong Zhou
  
  ACL-IJCNLP 2021 | January 2021
  
  Preprint Publication Github 项目
- Learning Algebraic Recombination for Compositional Generalization
  
  Chenyao Liu, Shengnan An, Zeqi Lin, Qian Liu, Bei Chen, Jian-Guang Lou, Lijie Wen, Nanning Zheng, Dongmei Zhang
  
  ACL-IJCNLP 2021 (findings) | July 2021
  
  Publication 项目
- Learning to Sample Replacements for ELECTRA Pre-Training
  
  Yaru Hao, Li Dong, Hangbo Bao, Ke Xu, Furu Wei
  
  ACL-IJCNLP 2021 | June 2021
  
  PDF
- One Teacher is Enough? Pre-trained Language Model Distillation from Multiple Teachers
  
  Chuhan Wu, Fangzhao Wu, Yongfeng Huang
  
  ACL-IJCNLP 2021 | June 2021
  
  Publication
- Polyjuice: Generating Counterfactuals for Explaining, Evaluating, and Improving Models
  
  Tongshuang Wu, Marco Tulio Ribeiro, Jeffrey Heer, Daniel S. Weld
  
  ACL-IJCNLP 2021 | December 2020
  
  Publication
- PP-Rec: News Recommendation with Personalized User Interest and Time-aware News Popularity
  
  Tao Qi, Fangzhao Wu, Chuhan Wu, Yongfeng Huang
  
  ACL-IJCNLP 2021 | June 2021
  
  Publication
- ProphetNet-X: Large-Scale Pre-training Models for English, Chinese, Multi-lingual, Dialog, and Code Generation
  
  Weizhen Qi, Yeyun Gong, Yu Yan, Can Xu, Bolun Yao, Bartuer Zhou, Biao Cheng, Daxin Jiang (姜大昕), Jiusheng Chen, Ruofei Zhang, Houqiang Li, Nan Duan
  
  2021 Meeting of the Association for Computational Linguistics | August 2021
  
  Publication Github
- Reader-Guided Passage Reranking for Open-Domain Question Answering
  
  Yuning Mao, Pengcheng He, Xiaodong Liu, Yelong Shen, Jianfeng Gao, Jiawei Han, Wei Chen
  
  ACL-IJCNLP 2021 | December 2020
  
  Publication
- ReTraCk: A Flexible and Efficient Framework for Knowledge Base Question Answering
  
  Shuang Chen, Qian Liu, Zhiwei Yu, Chin-Yew Lin, Jian-Guang Lou, Feng Jiang
  
  ACL-IJCNLP 2021 (Demo Track) | August 2021
  
  Publication 项目项目
- Retrieval Enhanced Model for Commonsense Generation
  
  Han Wang, Yang Liu, Chenguang Zhu, Linjun Shou (寿林钧), Ming Gong (YIMING), Yichong Xu, Michael Zeng
  
  ACL-IJCNLP 2021 | August 2021
  
  Publication
- Robust Knowledge Graph Completion with Stacked Convolutions and a Student Re-Ranking Network
  
  Justin Lovelace, Denis Newman-Griffis, Shikhar Vashishth, Jill Fain Lehman, Carolyn Penstein Rosé
  
  ACL-IJCNLP 2021 | June 2021
  
  Publication
- SocAoG: Incremental Graph Parsing for Social Relation Inference in Dialogues
  
  Liang Qiu, Yuan Liang, Yizhou Zhao, Pan Lu, Baolin Peng, Zhou Yu, Ying Nian Wu, Song-Chun Zhu
  
  ACL-IJCNLP 2021 | June 2021
  
  Publication
- Stereotyping Norwegian Salmon: An Inventory of Pitfalls in Fairness Benchmark Datasets
  
  Su Lin Blodgett, Gilsinia Lopez, Alexandra Olteanu, Robert Sim, Hanna Wallach
  
  ACL-IJCNLP 2021 | August 2021
  
  Publication
- Super Tickets in Pre-Trained Language Models: From Model Compression to Improving Generalization
  
  Chen Liang, Simiao Zuo, Minshuo Chen, Haoming Jiang, Xiaodong Liu, Pengcheng He, Tuo Zhao, Wei Chen
  
  ACL-IJCNLP 2021 | May 2021
  
  Publication
- Syntax-Enhanced Pre-trained Model
  
  Zenan Xu, Daya Guo, Duyu Tang, Qinliang Su, Linjun Shou, Ming Gong (YIMING), Wanjun Zhong, Xiaojun Quan, Nan Duan, Daxin Jiang (姜大昕)
  
  ACL-IJCNLP 2021 | December 2020
  
  Publication
- Template-Based Named Entity Recognition Using BART
  
  Leyang Cui, Yu Wu, Jian Liu, Sen Yang, Yue Zhang
  
  ACL-IJCNLP 2021 | June 2021
  
  Publication
- Use of Formal Ethical Reviews in NLP Literature: Historical Trends and Current Practices
  
  Sebastin Santy, Anku Rani, Monojit Choudhury
  
  ACL-IJCNLP 2021 | June 2021
  
  Publication
- Value-Agnostic Conversational Semantic Parsing
  
  Emmanouil Antonios Platanios, Adam Pauls, Subhro Roy, Yuchen Zhang, Alexander Kyte, Alan Guo, Sam Thomson, Jayant Krishnamurthy, Jason Wolfe, Jacob Andreas, Dan Klein
  
  ACL-IJCNLP 2021 | August 2021
- AdvPicker: Effectively Leveraging Unlabeled Data via Adversarial Discriminator for Cross-Lingual NER
  
  Weile Chen, Huiqiang Jiang, Qianhui Wu, Börje F. Karlsson, Yi Guan
  
  59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021) | August 2021
  
  Publication 项目
- Instantaneous Grammatical Error Correction with Shallow Aggressive Decoding
  
  Xin Sun, Tao Ge, Furu Wei, Houfeng Wang
  
  ACL-IJCNLP 2021 | June 2021
  
  Publication
- SocAoG: Incremental Graph Parsing for Social Relation Inference in Dialogues
  
  Liang Qiu, Yuan Liang, Yizhou Zhao, Pan Lu, Baolin Peng, Zhou Yu, Ying Nian Wu, Song-Chun Zhu
  
  ACL-IJCNLP 2021 | June 2021
  
  Publication

- 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
- A Survey of Race, Racism, and Anti-Racism in NLP
  
  Anjalie Field, Su Lin Blodgett, Zeerak Waseem, Yulia Tsvetkov
  
  ACL-IJCNLP 2021 | July 2021
  
  Publication
- Adapt-and-Distill: Developing Small, Fast and Effective Pretrained Language Models for Domains
  
  Yunzhi Yao, Shaohan Huang, Wenhui Wang, Li Dong, Furu Wei
  
  ACL-IJCNLP 2021 | July 2021
  
  Publication Github
- ADEPT: An Adjective-Dependent Plausibility Task
  
  Ali Emami, Ian Porada, Alexandra Olteanu, Kaheer Suleman, Adam Trischler, Jackie Chi Kit Cheung
  
  ACL-IJCNLP 2021 | August 2021
  
  Publication
- AdvPicker: Effectively Leveraging Unlabeled Data via Adversarial Discriminator for Cross-Lingual NER
  
  Weile Chen, Huiqiang Jiang, Qianhui Wu, Börje F. Karlsson, Yi Guan
  
  59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021) | August 2021
  
  Publication 项目
- An Empirical Study on Hyperparameter Optimization for Fine-Tuning Pre-trained Language Models
  
  Xueqing Liu, Chi Wang
  
  ACL-IJCNLP 2021 | August 2021
  
  Preprint Github 项目
- An Improved Model for Voicing Silent Speech
  
  David Gaddy, Dan Klein
  
  ACL-IJCNLP 2021 | July 2021
  
  Publication
- Are Larger Pretrained Language Models Uniformly Better? Comparing Performance at the Instance Level
  
  Ruiqi Zhong, Dhruba Ghosh, Dan Klein, Jacob Steinhardt
  
  ACL-IJCNLP 2021 | May 2021
  
  Publication
- Automatic Document Sketching: Generating Drafts from Analogous Texts
  
  Zeqiu Wu, Michel Galley, Chris Brockett, Yizhe Zhang, Bill Dolan
  
  ACL-IJCNLP 2021 | May 2021
  
  Publication
- Bringing Structure into Summaries: a Faceted Summarization Dataset for Long Scientific Documents
  
  Rui Meng, Khushboo Thaker, Lei Zhang, Yue Dong, Xingdi Yuan, Tong Wang, Daqing He
  
  ACL-IJCNLP 2021 | May 2021
  
  Publication
- CHASE: A Large-Scale and Pragmatic Chinese Dataset for Cross-Database Context-Dependent Text-to-SQL
  
  Jiaqi GUO, Ziliang Si, Yu WANG, Qian LIU, Ming FAN, Jian-Guang Lou, Zijiang YANG, Ting LIU
  
  ACL-IJCNLP 2021 | July 2021
  
  Publication 项目
- Cluster-Former: Clustering-based Sparse Transformer for Long-Range Dependency Encoding
  
  Shuohang Wang, Luowei Zhou, Zhe Gan, Yen-Chun Chen, Siqi Sun, Yuwei Fang, Yu Cheng, Jingjing Liu
  
  ACL-IJCNLP 2021 | August 2021
- Consistency Regularization for Cross-Lingual Fine-Tuning
  
  Bo Zheng, Li Dong, Shaohan Huang, Wenhui Wang, Zewen Chi, Saksham Singhal, Wanxiang Che, Ting Liu, Xia Song, Furu Wei
  
  ACL-IJCNLP 2021 | June 2021
  
  PDF
- Constructing Flow Graphs from Procedural Cybersecurity Texts
  
  Kuntal Kumar Pal, Kazuaki Kashihara, Pratyay Banerjee, Swaroop Mishra, Ruoyu Wang, Chitta Baral
  
  ACL-IJCNLP 2021 | May 2021
  
  Publication
- ConvoSumm: Conversation Summarization Benchmark and Improved Abstractive Summarization with Argument Mining
  
  Alexander R. Fabbri, Faiaz Rahman, Imad Rizvi, Borui Wang, Haoran Li, Yashar Mehdad, Dragomir Radev
  
  ACL-IJCNLP 2021 | May 2021
  
  Publication
- CoSQA: 20,000+ Web Queries for Code Search and Question Answering
  
  Junjie Huang, Duyu Tang, Linjun Shou (寿林钧), Ming Gong (YIMING), Ke Xu, Daxin Jiang (姜大昕), Ming Zhou, Nan Duan
  
  ACL-IJCNLP 2021 | May 2021
  
  Publication Github Github 项目
- DeepRapper: Neural Rap Generation with Rhyme and Rhythm Modeling
  
  Lanqing Xue, Kaitao Song, Duocai Wu, Xu Tan, Nevin L. Zhang, Tao Qin, Wei-Qiang Zhang, Tie-Yan Liu
  
  ACL-IJCNLP 2021 | July 2021
  
  PDF 项目
- EarlyBERT: Efficient BERT Training via Early-bird Lottery Tickets
  
  Xiaohan Chen, Yu Cheng, Shuohang Wang, Zhe Gan, Atlas Wang, Jingjing Liu
  
  ACL-IJCNLP 2021 | August 2021
  
  项目
- End-to-End NLP Knowledge Graph Construction
  
  Ishani Mondal, Yufang Hou, Charles Jochim
  
  ACL-IJCNLP 2021 | June 2021
  
  Publication
- FastSeq: Make Sequence Generation Faster
  
  Yu Yan, Fei Hu, Jiusheng Chen, Nikhil Bhendawade, Ting Ye, Yeyun Gong, Nan Duan, Desheng Cui, Bingyu Chi, Ruofei Zhang
  
  2021 Meeting of the Association for Computational Linguistics | August 2021
  
  Publication Github
- Few-Shot Text Ranking with Meta Adapted Synthetic Weak Supervision
  
  Si Sun, Yingzhuo Qian, Zhenghao Liu, Chenyan Xiong, Kaitao Zhang, Jie Bao, Zhiyuan Liu, Paul Bennett
  
  ACL-IJCNLP 2021 | December 2020
  
  Publication
- Fusing Context Into Knowledge Graph for Commonsense Question Answering
  
  Yichong Xu, Chenguang Zhu, Ruochen Xu, Yang Liu, Michael Zeng, Xuedong Huang
  
  ACL-IJCNLP 2021 | December 2020
  
  Publication
- GEM: A General Evaluation Benchmark for Multimodal Tasks
  
  Lin Su, Nan Duan, Edward Cui, Lei Ji, Chenfei Wu, Huaishao Luo, Yongfei Liu, Ming Zhong, Taroon Bharti, Arun Sacheti
  
  ACL-IJCNLP 2021 | July 2021
  
  Publication
- Generation-Augmented Retrieval for Open-domain Question Answering
  
  Yuning Mao, Pengcheng He, Xiaodong Liu, Yelong Shen, Jianfeng Gao, Jiawei Han, Wei Chen
  
  ACL-IJCNLP 2021 | September 2020
  
  Publication
- GLGE: A New General Language Generation Evaluation Benchmark
  
  Dayiheng Liu, Yu Yan, Yeyun Gong, Weizhen Qi, Hang Zhang, Jian Jiao, Wei Chen, Jie Fu, Linjun Shou, Ming Gong (YIMING), Pengcheng Wang, Jiusheng Chen, Daxin Jiang (姜大昕), Jiancheng Lv, Ruofei Zhang, Winnie Wu, Ming Zhou, Nan Duan
  
  ACL-IJCNLP 2021 | November 2020
  
  Publication 下载
- Go-Figure: A Meta Evaluation of Factuality in Summarization
  
  Saadia Gabriel, Asli Celikyilmaz, Rahul Jha, Yejin Choi, Jianfeng Gao
  
  ACL-IJCNLP 2021 | August 2021
  
  Preprint Publication
- Grammar-Based Patches Generation for Automated Program Repair
  
  Yu Tang, Long Zhou, Ambrosio Blanco, Shujie Liu, Furu Wei, Ming Zhou, Muyun Yang
  
  ACL-IJCNLP 2021 | July 2021
  
  PDF
- Hi-Transformer: Hierarchical Interactive Transformer for Efficient and Effective Long Document Modeling
  
  Chuhan Wu, Fangzhao Wu, Tao Qi, Yongfeng Huang
  
  ACL-IJCNLP 2021 | June 2021
  
  Publication
- HieRec: Hierarchical User Interest Modeling for Personalized News Recommendation
  
  Tao Qi, Fangzhao Wu, Chuhan Wu, Peiru Yang, Yang Yu, Xing Xie, Yongfeng Huang
  
  ACL-IJCNLP 2021 | June 2021
  
  Publication
- How Does Distilled Data Complexity Impact the Quality and Confidence of Non-Autoregressive Machine Translation?
  
  Weijia Xu, Shuming Ma, Dongdong Zhang, Marine Carpuat
  
  ACL-IJCNLP 2021 | May 2021
  
  Publication
- Improving Pretrained Cross-Lingual Language Models via Self-Labeled Word Alignment
  
  Zewen Chi, Li Dong, Bo Zheng, Shaohan Huang, Xian-Ling Mao, Heyan Huang, Furu Wei
  
  ACL-IJCNLP 2021 | June 2021
  
  Publication
- Instantaneous Grammatical Error Correction with Shallow Aggressive Decoding
  
  Xin Sun, Tao Ge, Furu Wei, Houfeng Wang
  
  ACL-IJCNLP 2021 | June 2021
  
  Publication
- Issues with Entailment-based Zero-shot Text Classification
  
  Tingting Ma, Jin-Ge Yao, Chin-Yew Lin, Tiejun Zhao
  
  ACL-IJCNLP 2021 | August 2021
  
  Publication
- K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters
  
  Ruize Wang, Duyu Tang, Nan Duan, zhongyu wei, Xuanjing Huang, Jianshu Ji, Guihong Cao, Daxin Jiang (姜大昕), Ming Zhou
  
  ACL-IJCNLP 2021 | July 2021
  
  Preprint Publication
- KaggleDBQA: Realistic Evaluation of Text-to-SQL Parsers
  
  Chia-Hsuan Lee, Alex Polozov, Matthew Richardson
  
  ACL-IJCNLP 2021 | August 2021
  
  PDF 下载项目
- Keep It Simple: Unsupervised Simplification of Multi-Paragraph Text
  
  Philippe Laban, Tobias Schnabel, Paul Bennett, Marti A. Hearst
  
  ACL-IJCNLP 2021 | July 2021
  
  Publication
- LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding
  
  Yang Xu, Yiheng Xu, Tengchao Lv, Lei Cui, Furu Wei, Guoxin Wang, Yijuan Lu, Dinei Florencio, Cha Zhang, Wanxiang Che, Min Zhang, Lidong Zhou
  
  ACL-IJCNLP 2021 | January 2021
  
  Preprint Publication Github 项目
- Learning Algebraic Recombination for Compositional Generalization
  
  Chenyao Liu, Shengnan An, Zeqi Lin, Qian Liu, Bei Chen, Jian-Guang Lou, Lijie Wen, Nanning Zheng, Dongmei Zhang
  
  ACL-IJCNLP 2021 (findings) | July 2021
  
  Publication 项目
- Learning to Sample Replacements for ELECTRA Pre-Training
  
  Yaru Hao, Li Dong, Hangbo Bao, Ke Xu, Furu Wei
  
  ACL-IJCNLP 2021 | June 2021
  
  PDF
- Memory-Efficient Differentiable Transformer Architecture Search
  
  Yuekai Zhao, Li Dong, Yelong Shen, Zhihua Zhang, Furu Wei, Wei Chen
  
  ACL-IJCNLP 2021 | May 2021
  
  Publication
- MiniLMv2: Multi-Head Self-Attention Relation Distillation for Compressing Pretrained Transformers
  
  Wenhui Wang, Hangbo Bao, Shaohan Huang, Li Dong, Furu Wei
  
  ACL-IJCNLP 2021 | December 2020
  
  PDF Publication
- MusicBERT: Symbolic Music Understanding with Large-Scale Pre-Training
  
  Mingliang Zeng, Xu Tan, Rui Wang, Zeqian Ju, Tao Qin, Tie-Yan Liu
  
  ACL-IJCNLP 2021 | June 2021
  
  Publication 项目
- On Commonsense Cues in BERT for Solving Commonsense Tasks
  
  Leyang Cui, Sijie Cheng, Yu Wu, Yue Zhang
  
  ACL-IJCNLP 2021 | June 2021
  
  Publication
- One Teacher is Enough? Pre-trained Language Model Distillation from Multiple Teachers
  
  Chuhan Wu, Fangzhao Wu, Yongfeng Huang
  
  ACL-IJCNLP 2021 | June 2021
  
  Publication
- PENS: A Dataset and Generic Framework for Personalized News Headline Generation
  
  Xiang Ao, Xiting Wang, Ling Luo, Ying Qiao, Qing He, Xing Xie
  
  The Annual Meeting of the Association for Computational Linguistics (ACL) | August 2021
  
  PDF
- Polyjuice: Generating Counterfactuals for Explaining, Evaluating, and Improving Models
  
  Tongshuang Wu, Marco Tulio Ribeiro, Jeffrey Heer, Daniel S. Weld
  
  ACL-IJCNLP 2021 | December 2020
  
  Publication
- PP-Rec: News Recommendation with Personalized User Interest and Time-aware News Popularity
  
  Tao Qi, Fangzhao Wu, Chuhan Wu, Yongfeng Huang
  
  ACL-IJCNLP 2021 | June 2021
  
  Publication
- ProphetNet-X: Large-Scale Pre-training Models for English, Chinese, Multi-lingual, Dialog, and Code Generation
  
  Weizhen Qi, Yeyun Gong, Yu Yan, Can Xu, Bolun Yao, Bartuer Zhou, Biao Cheng, Daxin Jiang (姜大昕), Jiusheng Chen, Ruofei Zhang, Houqiang Li, Nan Duan
  
  2021 Meeting of the Association for Computational Linguistics | August 2021
  
  Publication Github
- RADDLE: An Evaluation Benchmark and Analysis Platform for Robust Task-oriented Dialog Systems
  
  Baolin Peng, Chunyuan Li, Zhu Zhang, Chenguang Zhu, Jinchao Li, Jianfeng Gao
  
  ACL-IJCNLP 2021 | August 2021
  
  Publication
- Reader-Guided Passage Reranking for Open-Domain Question Answering
  
  Yuning Mao, Pengcheng He, Xiaodong Liu, Yelong Shen, Jianfeng Gao, Jiawei Han, Wei Chen
  
  ACL-IJCNLP 2021 | December 2020
  
  Publication
- ReTraCk: A Flexible and Efficient Framework for Knowledge Base Question Answering
  
  Shuang Chen, Qian Liu, Zhiwei Yu, Chin-Yew Lin, Jian-Guang Lou, Feng Jiang
  
  ACL-IJCNLP 2021 (Demo Track) | August 2021
  
  Publication 项目项目
- Retrieval Enhanced Model for Commonsense Generation
  
  Han Wang, Yang Liu, Chenguang Zhu, Linjun Shou (寿林钧), Ming Gong (YIMING), Yichong Xu, Michael Zeng
  
  ACL-IJCNLP 2021 | August 2021
  
  Publication
- Robust Knowledge Graph Completion with Stacked Convolutions and a Student Re-Ranking Network
  
  Justin Lovelace, Denis Newman-Griffis, Shikhar Vashishth, Jill Fain Lehman, Carolyn Penstein Rosé
  
  ACL-IJCNLP 2021 | June 2021
  
  Publication
- SocAoG: Incremental Graph Parsing for Social Relation Inference in Dialogues
  
  Liang Qiu, Yuan Liang, Yizhou Zhao, Pan Lu, Baolin Peng, Zhou Yu, Ying Nian Wu, Song-Chun Zhu
  
  ACL-IJCNLP 2021 | June 2021
  
  Publication
- Stereotyping Norwegian Salmon: An Inventory of Pitfalls in Fairness Benchmark Datasets
  
  Su Lin Blodgett, Gilsinia Lopez, Alexandra Olteanu, Robert Sim, Hanna Wallach
  
  ACL-IJCNLP 2021 | August 2021
  
  Publication
- Super Tickets in Pre-Trained Language Models: From Model Compression to Improving Generalization
  
  Chen Liang, Simiao Zuo, Minshuo Chen, Haoming Jiang, Xiaodong Liu, Pengcheng He, Tuo Zhao, Wei Chen
  
  ACL-IJCNLP 2021 | May 2021
  
  Publication
- Syntax-Enhanced Pre-trained Model
  
  Zenan Xu, Daya Guo, Duyu Tang, Qinliang Su, Linjun Shou, Ming Gong (YIMING), Wanjun Zhong, Xiaojun Quan, Nan Duan, Daxin Jiang (姜大昕)
  
  ACL-IJCNLP 2021 | December 2020
  
  Publication
- Template-Based Named Entity Recognition Using BART
  
  Leyang Cui, Yu Wu, Jian Liu, Sen Yang, Yue Zhang
  
  ACL-IJCNLP 2021 | June 2021
  
  Publication
- UnitedQA: A Hybrid Approach for Open Domain Question Answering
  
  Hao Cheng, Yelong Shen, Xiaodong Liu, Pengcheng He, Wei Chen, Jianfeng Gao
  
  ACL-IJCNLP 2021 | December 2020
  
  Publication
- Use of Formal Ethical Reviews in NLP Literature: Historical Trends and Current Practices
  
  Sebastin Santy, Anku Rani, Monojit Choudhury
  
  ACL-IJCNLP 2021 | June 2021
  
  Publication
- Value-Agnostic Conversational Semantic Parsing
  
  Emmanouil Antonios Platanios, Adam Pauls, Subhro Roy, Yuchen Zhang, Alexander Kyte, Alan Guo, Sam Thomson, Jayant Krishnamurthy, Jason Wolfe, Jacob Andreas, Dan Klein
  
  ACL-IJCNLP 2021 | August 2021
- Multilingual Agreement for Multilingual Neural Machine Translation
  
  Jian Yang, Yuwei Yin, Shuming Ma, Haoyang Huang, Dongdong Zhang, Zhoujun Li, Furu Wei
  
  July 2021