Scalable Semi-Supervised Query Classification Using Matrix Sketching
Young-Bum Kim, Karl Stratos, Ruhi Sarikaya
July 2016
Publications
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A Comparative Study of Recurrent Neural Network Models for Lexical Domain Classification
Suman Ravuri, Andreas Stolcke
Proc. IEEE ICASSP | March 2016
Proc. IEEE ICASSP
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Zero-Shot Learning of Intent Embeddings for Expansion by Convolutional Deep Structured Semantic Models
Yun-Nung Chen, Dilek Hakkani-Tür, Xiaodong He
IEEE ICASSP | March 2016
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The Fourth Dialog State Tracking Challenge
Seokhwan Kim, Luis Fernando D'Haro, Rafael E. Banchs, Jason Williams, Matthew Henderson
Proceedings International Workshop on Spoken Dialog Systems (IWSDS) | January 2016
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A Comparative Study of Neural Network Models for Lexical Intent Classification
Suman Ravuri, Andreas Stolcke
Proc. IEEE Automatic Speech Recognition and Understanding Workshop | December 2015
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Convolutional Neural Network Based Semantic Tagging with Entity Embeddings
Asli Celikyilmaz, Dilek Hakkani-Tür
NIPS Workshop on Machine Learning for SLU & Interaction | December 2015
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Learning Bidirectional Intent Embeddings by Convolutional Deep Structured Semantic Models for Spoken Language Understanding
Yun-Nung Chen, Dilek Hakkani-Tür, Xiaodong He
NIPS workshop | December 2015
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Recurrent Neural Network and LSTM Models for Lexical Utterance Classification
Suman Ravuri, Andreas Stolcke
Proc. Interspeech | September 2015
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New Transfer Learning Techniques For Disparate Label Sets
Young-Bum Kim, Karl Stratos, Ruhi Sarikaya, Minwoo Jeong
Association for Computational Linguistics (ACL) | August 2015
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Pre-training of Hidden-Unit CRFs
Young-Bum Kim, Karl Stratos, Ruhi Sarikaya
Association for Computational Linguistics (ACL) | August 2015
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Compact Lexicon Selection with Spectral Methods
Young-Bum Kim, Ruhi Sarikaya
Association for Computational Linguistics (ACL) | August 2015
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Weakly Supervised Slot Tagging with Partially Labeled Sequences from Web Search Click Logs
Young-Bum Kim, Ruhi Sarikaya
North American Chapter of the Association for Computational Linguistics (NAACL) | June 2015
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Clustering Novel Intents in a Conversational Interaction System with Semantic Parsing
Dilek Hakkani-Tür, Y. C. Ju, Geoffrey Zweig, Gokhan Tur
Interspeech 2015 Conference | May 2015
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Probabilistic Features for Connecting Eye Gaze to Spoken Language Understanding
Anna Prokofieva, Malcolm Slaney, Dilek Hakkani-Tür
Proceedings of ICASSP | April 2015
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Joint Semantic Utterance Classification and Slot Filling with Recursive Neural Networks
Daniel (Zhaohan) Guo, Gokhan Tur, Scott Wen-tau Yih, Geoffrey Zweig
2014 IEEE Spoken Language Technology Workshop (SLT 2014) | December 2014
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Deriving Local Relational Surface Forms from Dependency-Based Entity Embeddings for Unsupervised Spoken Language Understanding
Yun-Nung Chen, Dilek Hakkani-Tür, Gokhan Tur
December 2014
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Distributed Open-Domain Conversational Understanding Framework With Domain Independent Extractors
Qi Li, Gokhan Tur, Dilek Hakkani-Tür, Xiang Li, Tim Paek, Asela Gunawardana, Chris Quirk
IEEE Spoken Language Technology Workshop | December 2014
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Personal Knowledge Graph Population from User Utterances in Conversational Understanding
Xiang Li, Gokhan Tur, Dilek Hakkani-Tür, Qi Li
December 2014
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Resolving Referring Expressions in Conversational Dialogs for Natural User Interfaces
Asli Celikyilmaz, Zhaleh Feizollahi, Dilek Hakkani-Tür, Ruhi Sarikaya
October 2014
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Rapidly Building Domain-Specific Entity-Centric Language Models Using Semantic Web Knowledge Sources
Murat Akbacak, Dilek Hakkani-Tür, Gokhan Tur
Proceedings of Interspeech | September 2014
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Detecting Out-Of-Domain Utterances Addressed to a Virtual Personal Assistant
Gokhan Tur, Anoop Deoras, Dilek Hakkani-Tür
Proceedings of Interspeech | September 2014
Proceedings of Interspeech
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Probabilistic Enrichment of Knowledge Graph Entities for Relation Detection in Conversational Understanding
Dilek Hakkani-Tür, Asli Celikyilmaz, Larry Heck, Gokhan Tur, Geoff Zweig
Proceedings of Interspeech | September 2014
Proceedings of Interspeech
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Learning Semantic Entity Representations with Knowledge Graph and Deep Neural Networks and its Application to Named Entity Disambiguation
Hongzhao Huang, Larry Heck
MSR-TR-2014-108 | August 2014
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Extending Domain Coverage of Language Understanding Systems via Intent Transfer Between Domains Using Knowledge Graphs and Search Query Click Logs
Ali El-Kahky, Xiaohu Liu, Ruhi Sarikaya, Gokhan Tur, Dilek Hakkani-Tür, Larry Heck
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2014
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Task Specific Continuous Word Representations for Mono and Multi-lingual Spoken Language Understanding
Tasos Anastasakos, Young-Bum Kim, Anoop Deoras
May 2014
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Understanding Spoken Language
Gokhan Tur, Dilek Hakkani-Tür
Publié par CRC Press | 2014
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Zero-Shot Learning and Clustering for Semantic Utterance Classification
Gokhan Tur, Dilek Hakkani-Tür, Larry Heck
April 2014
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Conversational Knowledge Graphs
Larry Heck
MSR-TR-2014-70 | March 2014
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Situated Conversational Interaction (Invited Talk)
Larry Heck, Dilek Hakkani-Tur, Patrick Pantel
IEEE Global Conference on Signal and Information Processing | December 2013
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Deep Belief Network based Semantic Taggers for Spoken Language Understanding
Anoop Deoras, Ruhi Sarikaya
ISCA Interspeech | September 2013
ISCA Interspeech
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Semi-Supervised Semantic Tagging for Conversational Understanding Using Markov Topic Regression
Asli Celikyilmaz, Dilek Hakkani-Tür, Gokhan Tur, Ruhi Sarikaya
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics | August 2013
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A Weakly-Supervised Approach for Discovering New User Intents from Search Query Logs
Dilek Hakkani-Tür, Asli Celikyilmaz, Larry Heck, Gokhan Tur
Annual Conference of the International Speech Communication Association (Interspeech) | August 2013
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IsNL? A Discriminative Approach to Detect Natural Language Like Queries for Conversational Understanding
Asli Celikyilmaz, Gokhan Tur, Dilek Hakkani-Tür
Annual Conference of the International Speech Communication Association (Interspeech) | August 2013
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Leveraging Knowledge Graphs for Web-Scale Unsupervised Semantic Parsing
Larry Heck, Dilek Hakkani-Tür, Gokhan Tur
Proceedings of Interspeech | August 2013
Proceedings of Interspeech
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Multimodal Conversational Search and Browse
Larry Heck, Dilek Hakkani-Tür, Madhu Chinthakunta, Gokhan Tur, Rukmini Iyer, Partha Parthasacarthy, Lisa Stifelman, Elizabeth Shriberg, Ashley Fidler
August 2013
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Optimal Data Set Selection: An Application to Grapheme-to-Phoneme Conversion
Young-Bum Kim, Benjamin Snyder
North American Association for Computational Linguistics (ACL) | June 2013
North American Association for Computational Linguistics (ACL)
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Latent Semantic Modeling for Slot Filling in Conversational Understanding
Gokhan Tur, Asli Celikyilmaz, Dilek Hakkani-Tür
May 2013
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Multi-Style Adaptive Training for Robust Cross-Lingual Spoken Language Understanding
Xiaodong He, Li Deng, Dilek Hakkani-Tür, Gokhan Tur
May 2013
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TechWare: Spoken Language Understanding (SLU) Resources
Gokhan Tur, Ye-Yi Wang, Dilek Hakkani-Tür
IEEE Signal Processing Magazine | May 2013
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Understanding Computer-Directed Utterances in Multi-User Dialog Systems
Dilek Hakkani-Tür, Gokhan Tur
May 2013
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Using a Knowledge Graph and Query Click Logs for Unsupervised Learning of Relation Detection
Larry Heck, Gokhan Tur, Dilek Hakkani-Tür
May 2013
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Joint Discriminative Decoding of Word and Semantic Tags for Spoken Language Understanding
Anoop Deoras, Gokhan Tur, Ruhi Sarikaya, Dilek Hakkani-Tür
IEEE Transactions on Audio, Speech, and Language Processing | January 2013
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Exploiting the Semantic Web for Unsupervised Spoken Language Understanding
Larry Heck, Dilek Hakkani-Tür
IEEE Spoken Language Technology Workshop | December 2012
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Statistical Semantic Interpretation Modeling for Spoken Language Understanding with Enriched Semantic Features
Asli Celikyilmaz, Dilek Hakkani-Tür, Gokhan Tur
IEEE Workshop on Spoken Language Technologies | December 2012
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The Conversational Web
Larry Heck
Keynote Presentation, IEEE Workshop on Spoken Language Technology | December 2012
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Use of Kernel Deep Convex Networks and End-To-End Learning for Spoken Language Understanding
Li Deng, Gokhan Tur, Xiaodong He, Dilek Hakkani-Tür
December 2012
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Pay Attention, Please: Attention at the Telluride Neuromorphic Cognition Workshop
Malcolm Slaney
IEEE SLTC Newsletter | November 2012
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A Discriminative Classification-Based Approach to Information State Updates for a Multi-Domain Dialog System
Dilek Hakkani-Tür, Gokhan Tur, Larry Heck, Ashley Fidler, Asli Celikyilmaz
Annual Conference of the International Speech Communication Association (Interspeech) | September 2012
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Exploiting the Semantic Web for Unsupervised Natural Language Semantic Parsing
Gokhan Tur, Minwoo Jeong, Ye-Yi Wang, Dilek Hakkani-Tür, Larry Heck
Proceedings of Interspeech | September 2012
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Joint Decoding for Speech Recognition and Semantic Tagging
Anoop Deoras, Ruhi Sarikaya, Gokhan Tur, Dilek Hakkani-Tür
Annual Conference of the International Speech Communication Association (Interspeech) | September 2012
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Learning When to Listen: Detecting System-Addressed Speech in Human-Human-Computer Dialog
Elizabeth Shriberg, Andreas Stolcke, Dilek Hakkani-Tür, Larry Heck
Proc. Interspeech | September 2012
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Mining Search Query Logs for Spoken Language Understanding
Dilek Hakkani-Tür, Gokhan Tur, Asli Celikyilmaz
North Ameircan Association for Computational Linguistics NAACL-2012: Workshop on Future Directions and Needs in the Spoken Dialog Community: Tools and Data | June 2012
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Towards Deeper Understanding Deep Convex Networks for Semantic Utterance Classification
Gokhan Tur, Li Deng, Dilek Hakkani-Tür, Xiaodong He
March 2012
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Translating Natural Language Utterances to Search Queries for SLU Domain Detection Using Query Click Logs
Gokhan Tur, Larry Heck, Dilek Hakkani-Tür
March 2012
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Employing Web Search Query Click Logs for Multi-Domain Spoken Language Understanding
Dilek Hakkani-Tür, Gokhan Tur, Larry Heck, Asli Celikyilmaz, Ashley Fidler, Dustin Harris, Rukmini Iyer, Sarangarajan Parthasarthy
IEEE Automatic Speech Recognition and Understanding Workshop | December 2011
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Exploiting Distance Based Similarity in Topic Models for User Intent Detection
Asli Celikyilmaz, Dilek Hakkani-Tür, Gokhan Tur
IEEE Automatic Speech Recognition and Understanding Workshop | December 2011
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Bootstrapping Domain Detection Using Query Click Logs for New Domains
Dilek Hakkani-Tür, Gokhan Tur, Larry Heck, Elizabeth Shriberg
Proceedings of Interspeech | August 2011
Proceedings of Interspeech
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Learning Weighted Entity Lists from Web Click Logs for Spoken Language Understanding
Dustin Hillard, Asli Celikyilmaz, Dilek Hakkani-Tür, Gokhan Tur
August 2011
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Multi-Domain Spoken Language Understanding with Approximate Inference
Asli Celikyilmaz, Dilek Hakkani-Tür, Gokhan Tur
August 2011
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Multi-Task Learning for Spoken Language Understanding with Shared Slots
Xiao Li, Ye-Yi Wang, Gokhan Tur
August 2011
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Research Challenges and Opportunities in Mobile Applications
Dilek Hakkani-Tür, Gokhan Tur, Larry Heck
IEEE Signal Processing Magazine | August 2011
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Towards Unsupervised Spoken Language Understanding: Exploiting Query Click Logs for Slot Filling
Gokhan Tur, Dilek Hakkani-Tür, Asli Celikyilmaz
August 2011
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Leveraging Web Query Logs to Learn User Intent Via Bayesian Latent Variable Model
Asli Celikyilmaz, Dilek Hakkani-Tür, Gokhan Tur
ICML Workshop on Combining Learning Strategies to Reduce Label Cost | July 2011
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Universal Morphological Analysis using Structured Nearest Neighbor Prediction
Young-Bum Kim
Empirical Methods in Natural Language Processing (EMNLP) | July 2011
Empirical Methods in Natural Language Processing (EMNLP)
Plenary Award
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Exploiting Query Click Logs for Utterance Domain Detection in Spoken Language Understanding
Gokhan Tur, Larry Heck, Dilek Hakkani-Tür
Proceedings of the ICASSP | May 2011
Proceedings of the ICASSP
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Lexicon Modeling for Query Understanding
Jingjing Liu, Xiao Li, Alex Acero, Ye-Yi Wang
ICASSP | May 2011
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Sentence Simplification for Spoken Language Understanding
Gokhan Tur, Dilek Hakkani-Tür, Larry Heck, Suresh Parthasarathy
IEEE International Conference on Acoustics, Speech, and Signal Processing | May 2011
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Spoken Language Understanding: Systems for Extracting Semantic Information from Speech
Gokhan Tur
Published by John Wiley and Sons | January 2011
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What’s Left to Be Understood in ATIS?
Gokhan Tur, Dilek Hakkani-Tür, Larry Heck
December 2010
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The CALO Meeting Assistant System
Gokhan Tur, Andreas Stolcke, Lynn Voss, Stanley Peters, Dilek Hakkani-Tür, John Dowding, Benoit Favre, Raquel Fernández, Matthew Frampton, Mike Frandsen, Clint Frederickson, Martin Graciarena, Donald Kintzing, Kyle Leveque, Shane Mason, John Niekrasz, Matthew Purver, Korbinian Riedhammer, Elizabeth Shriberg, Jing Tien, Dimitra Vergyri, Fan Yang
IEEE Transactions on Audio, Speech, and Language Processing | August 2010, Vol 18(6): pp. 1601-1611
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Understanding the Semantic Structure of Noun Phrase Queries
Xiao Li
ACL | July 2010
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Semi-Supervised Learning of Semantic Classes for Query Understanding – from the Web and for the Web
Ye-Yi Wang, Raphael Hoffmann, Xiao Li, Jakub Szymanski
The 18th ACM Conference on Information and Knowledge Management | November 2009
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On the Use of Virtual Evidence in Conditional Random Fields
Xiao Li
EMNLP | August 2009
EMNLP
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Semantic Tagging of Web Search Queries
Mehdi Manshadi, Xiao Li
ACL | August 2009
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Extracting Structured Information from User Queries with Semi-Supervised Conditional Random Fields
Xiao Li, Ye-Yi Wang, Alex Acero
SIGIR | July 2009
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Voice Search of Structured Media Data
Young-In Song, Ye-Yi Wang, Y. C. Ju, Mike Seltzer, Ivan Tashev, Alex Acero
International Conference on Acoustics, Speech and Signal Processing | April 2009
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Inductive and Example-Based Learning for Text Classification
Ye-Yi Wang, Xiao Li, Alex Acero
Interspeech | September 2008
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An Integrative and Discriminative Technique for Spoken Utterance Classification
Ye-Yi Wang, S. Yaman, Li Deng, Dong Yu, Alex Acero, Sibel Yaman
IEEE Trans. Audio, Speech, and Language Processing | January 2008, Vol 16: pp. 1207-1214
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A Discriminative Training Framework Using N-Best Speech Recognition Transcriptions and Scores for Spoken Utterance Classification
Sibel Yaman, Li Deng, Dong Yu, Ye-Yi Wang, Alex Acero
Proc. of the International Conference on Acoustics, Speech and Signal Processing | April 2007
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Maximum Entropy Model Parameterization with Tf-Idf Weighted Vector Space Model
Ye-Yi Wang, Alex Acero
IEEE Automatic Speech Recognition and Understanding Workshop | January 2007
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Combining Statistical and Knowledge-Based Spoken Language Understanding in Conditional Models
Ye-Yi Wang, Alex Acero, Milind Mahajan, John Lee
COLING/ACL06 | January 2006
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Discriminative Models for Spoken Language Understanding.
Ye-Yi Wang, Alex Acero
the International Conference on Spoken Language Processing | January 2006
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N-Gram Based Filler Model for Robust Grammar Authoring
Dong Yu, Y. C. Ju, Ye-Yi Wang, Alex Acero
International Conference on Acoustics, Speech, and Signal Processing. | January 2006
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Rapid Development of Spoken Language Understanding Grammars
Ye-Yi Wang, Alex Acero
Speech Communication | January 2006, Vol 48(3-4): pp. 390-416
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Speech Utterance Classification Model Training without Manual Transcriptions
Ye-Yi Wang, John Lee, Alex Acero
IEEE International Conference on Acoustics, Speech and Signal Processing | January 2006
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Semiautomatic Improvements of System-Initiative Spoken Dialog Applications Using Interactive Clustering
Dong Yu, Alex Acero
IEEE Trans. Speech & Audio Proc (Special Issue on Data Mining of Speech, Audio and Dialog) | September 2005
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SGStudio: Rapid Semantic Grammar Development for Spoken Language Understanding
Ye-Yi Wang, Alex Acero
9th European Conference on Speech Communication and Technology | January 2005
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Spoken Language Understanding «” An Introduction to the Statistical Framework
Ye-Yi Wang, Li Deng, Alex Acero
IEEE Signal Processing Magazine | January 2005, Vol 22(5): pp. 16-31
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Statistical Spoken Language Understanding: from Generative Model to Conditional Model
Ye-Yi Wang, John Lee, Milind Mahajan, Alex Acero
NIPS Workshop: Advances in Structured Learning for Text and Speech Processing | January 2005
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A Semantically Structured Language Model
Alex Acero, Ye-Yi Wang, Kuansan Wang
Special Workshop in Maui | January 2004
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Creating Speech Recognition Grammars from Regular Expressions for Alphanumeric Concepts
Ye-Yi Wang, Y. C. Ju
International Conference on Spoken Language Processing | January 2004
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Combination of CFG and N-gram Modeling in Semantic Grammar Learning
Ye-Yi Wang, Alex Acero
Eurospeech 2003 | January 2003
Eurospeech 2003
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Concept Acquisition in Example-Based Grammar Authoring
Ye-Yi Wang, Alex Acero
IEEE International Conference on Acoustics, Speech, and Signal Processing | January 2003
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Is Word Error Rate a Good Indicator for Spoken Language Understanding Accuracy
Ye-Yi Wang, Alex Acero, Ciprian Chelba
IEEE Workshop on Automatic Speech Recognition and Understanding | January 2003
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Combination of Statistical and Rule-Based Approaches for Spoken Language Understanding
Ye-Yi Wang, Alex Acero, Ciprian Chelba, Brendan Frey, Leon Wong
International Conference on Spoken Processing | January 2002
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Evaluation of Spoken Language Grammar Learning in ATIS Domain
Ye-Yi Wang, Alex Acero
IEEE International Conference on Acoustics, Speech, and Signal Processing | January 2002
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Grammar Learning for Spoken Language Understanding
Ye-Yi Wang, Alex Acero
IEEE Workshop on Automatic Speech Recognition and Understanding | January 2001
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Robust Spoken Language Understanding in MiPad
Ye-Yi Wang
Eurospeech | January 2001
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A Robust Parser for Spoken Language Understanding
Ye-Yi Wang
Eurospeech | January 1999
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Scalable Semi-Supervised Query Classification Using Matrix Sketching
Young-Bum Kim, Karl Stratos, Ruhi Sarikaya
July 2016
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The Fourth Dialog State Tracking Challenge
Seokhwan Kim, Luis Fernando D'Haro, Rafael E. Banchs, Jason Williams, Matthew Henderson
Proceedings International Workshop on Spoken Dialog Systems (IWSDS) | January 2016
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Convolutional Neural Network Based Semantic Tagging with Entity Embeddings
Asli Celikyilmaz, Dilek Hakkani-Tür
NIPS Workshop on Machine Learning for SLU & Interaction | December 2015
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Learning Bidirectional Intent Embeddings by Convolutional Deep Structured Semantic Models for Spoken Language Understanding
Yun-Nung Chen, Dilek Hakkani-Tür, Xiaodong He
NIPS workshop | December 2015
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New Transfer Learning Techniques For Disparate Label Sets
Young-Bum Kim, Karl Stratos, Ruhi Sarikaya, Minwoo Jeong
Association for Computational Linguistics (ACL) | August 2015
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Pre-training of Hidden-Unit CRFs
Young-Bum Kim, Karl Stratos, Ruhi Sarikaya
Association for Computational Linguistics (ACL) | August 2015
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Compact Lexicon Selection with Spectral Methods
Young-Bum Kim, Ruhi Sarikaya
Association for Computational Linguistics (ACL) | August 2015
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Weakly Supervised Slot Tagging with Partially Labeled Sequences from Web Search Click Logs
Young-Bum Kim, Ruhi Sarikaya
North American Chapter of the Association for Computational Linguistics (NAACL) | June 2015
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Clustering Novel Intents in a Conversational Interaction System with Semantic Parsing
Dilek Hakkani-Tür, Y. C. Ju, Geoffrey Zweig, Gokhan Tur
Interspeech 2015 Conference | May 2015
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Personal Knowledge Graph Population from User Utterances in Conversational Understanding
Xiang Li, Gokhan Tur, Dilek Hakkani-Tür, Qi Li
December 2014
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Deriving Local Relational Surface Forms from Dependency-Based Entity Embeddings for Unsupervised Spoken Language Understanding
Yun-Nung Chen, Dilek Hakkani-Tür, Gokhan Tur
December 2014
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Distributed Open-Domain Conversational Understanding Framework With Domain Independent Extractors
Qi Li, Gokhan Tur, Dilek Hakkani-Tür, Xiang Li, Tim Paek, Asela Gunawardana, Chris Quirk
IEEE Spoken Language Technology Workshop | December 2014
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Conversational Knowledge Graphs
Larry Heck
MSR-TR-2014-70 | March 2014
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Deep Belief Network based Semantic Taggers for Spoken Language Understanding
Anoop Deoras, Ruhi Sarikaya
ISCA Interspeech | September 2013
ISCA Interspeech
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Optimal Data Set Selection: An Application to Grapheme-to-Phoneme Conversion
Young-Bum Kim, Benjamin Snyder
North American Association for Computational Linguistics (ACL) | June 2013
North American Association for Computational Linguistics (ACL)
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Use of Kernel Deep Convex Networks and End-To-End Learning for Spoken Language Understanding
Li Deng, Gokhan Tur, Xiaodong He, Dilek Hakkani-Tür
December 2012
-
Exploiting the Semantic Web for Unsupervised Natural Language Semantic Parsing
Gokhan Tur, Minwoo Jeong, Ye-Yi Wang, Dilek Hakkani-Tür, Larry Heck
Proceedings of Interspeech | September 2012
-
The CALO Meeting Assistant System
Gokhan Tur, Andreas Stolcke, Lynn Voss, Stanley Peters, Dilek Hakkani-Tür, John Dowding, Benoit Favre, Raquel Fernández, Matthew Frampton, Mike Frandsen, Clint Frederickson, Martin Graciarena, Donald Kintzing, Kyle Leveque, Shane Mason, John Niekrasz, Matthew Purver, Korbinian Riedhammer, Elizabeth Shriberg, Jing Tien, Dimitra Vergyri, Fan Yang
IEEE Transactions on Audio, Speech, and Language Processing | August 2010, Vol 18(6): pp. 1601-1611
-
Semi-Supervised Learning of Semantic Classes for Query Understanding – from the Web and for the Web
Ye-Yi Wang, Raphael Hoffmann, Xiao Li, Jakub Szymanski
The 18th ACM Conference on Information and Knowledge Management | November 2009
-
An Integrative and Discriminative Technique for Spoken Utterance Classification
Ye-Yi Wang, S. Yaman, Li Deng, Dong Yu, Alex Acero, Sibel Yaman
IEEE Trans. Audio, Speech, and Language Processing | January 2008, Vol 16: pp. 1207-1214
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Grammar Learning for Spoken Language Understanding
Ye-Yi Wang, Alex Acero
IEEE Workshop on Automatic Speech Recognition and Understanding | January 2001
-
Robust Spoken Language Understanding in MiPad
Ye-Yi Wang
Eurospeech | January 2001
-
A Robust Parser for Spoken Language Understanding
Ye-Yi Wang
Eurospeech | January 1999
-
Scalable Semi-Supervised Query Classification Using Matrix Sketching
Young-Bum Kim, Karl Stratos, Ruhi Sarikaya
July 2016
-
Zero-Shot Learning of Intent Embeddings for Expansion by Convolutional Deep Structured Semantic Models
Yun-Nung Chen, Dilek Hakkani-Tür, Xiaodong He
IEEE ICASSP | March 2016
-
A Comparative Study of Recurrent Neural Network Models for Lexical Domain Classification
Suman Ravuri, Andreas Stolcke
Proc. IEEE ICASSP | March 2016
Proc. IEEE ICASSP
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The Fourth Dialog State Tracking Challenge
Seokhwan Kim, Luis Fernando D'Haro, Rafael E. Banchs, Jason Williams, Matthew Henderson
Proceedings International Workshop on Spoken Dialog Systems (IWSDS) | January 2016
-
A Comparative Study of Neural Network Models for Lexical Intent Classification
Suman Ravuri, Andreas Stolcke
Proc. IEEE Automatic Speech Recognition and Understanding Workshop | December 2015
-
Recurrent Neural Network and LSTM Models for Lexical Utterance Classification
Suman Ravuri, Andreas Stolcke
Proc. Interspeech | September 2015
-
New Transfer Learning Techniques For Disparate Label Sets
Young-Bum Kim, Karl Stratos, Ruhi Sarikaya, Minwoo Jeong
Association for Computational Linguistics (ACL) | August 2015
-
Pre-training of Hidden-Unit CRFs
Young-Bum Kim, Karl Stratos, Ruhi Sarikaya
Association for Computational Linguistics (ACL) | August 2015
-
Compact Lexicon Selection with Spectral Methods
Young-Bum Kim, Ruhi Sarikaya
Association for Computational Linguistics (ACL) | August 2015
-
Weakly Supervised Slot Tagging with Partially Labeled Sequences from Web Search Click Logs
Young-Bum Kim, Ruhi Sarikaya
North American Chapter of the Association for Computational Linguistics (NAACL) | June 2015
-
Clustering Novel Intents in a Conversational Interaction System with Semantic Parsing
Dilek Hakkani-Tür, Y. C. Ju, Geoffrey Zweig, Gokhan Tur
Interspeech 2015 Conference | May 2015
-
Probabilistic Features for Connecting Eye Gaze to Spoken Language Understanding
Anna Prokofieva, Malcolm Slaney, Dilek Hakkani-Tür
Proceedings of ICASSP | April 2015
-
Joint Semantic Utterance Classification and Slot Filling with Recursive Neural Networks
Daniel (Zhaohan) Guo, Gokhan Tur, Scott Wen-tau Yih, Geoffrey Zweig
2014 IEEE Spoken Language Technology Workshop (SLT 2014) | December 2014
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Resolving Referring Expressions in Conversational Dialogs for Natural User Interfaces
Asli Celikyilmaz, Zhaleh Feizollahi, Dilek Hakkani-Tür, Ruhi Sarikaya
October 2014
-
Rapidly Building Domain-Specific Entity-Centric Language Models Using Semantic Web Knowledge Sources
Murat Akbacak, Dilek Hakkani-Tür, Gokhan Tur
Proceedings of Interspeech | September 2014
-
Detecting Out-Of-Domain Utterances Addressed to a Virtual Personal Assistant
Gokhan Tur, Anoop Deoras, Dilek Hakkani-Tür
Proceedings of Interspeech | September 2014
Proceedings of Interspeech
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Extending Domain Coverage of Language Understanding Systems via Intent Transfer Between Domains Using Knowledge Graphs and Search Query Click Logs
Ali El-Kahky, Xiaohu Liu, Ruhi Sarikaya, Gokhan Tur, Dilek Hakkani-Tür, Larry Heck
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2014
-
Task Specific Continuous Word Representations for Mono and Multi-lingual Spoken Language Understanding
Tasos Anastasakos, Young-Bum Kim, Anoop Deoras
May 2014
-
Zero-Shot Learning and Clustering for Semantic Utterance Classification
Gokhan Tur, Dilek Hakkani-Tür, Larry Heck
April 2014
-
Conversational Knowledge Graphs
Larry Heck
MSR-TR-2014-70 | March 2014
-
Deep Belief Network based Semantic Taggers for Spoken Language Understanding
Anoop Deoras, Ruhi Sarikaya
ISCA Interspeech | September 2013
ISCA Interspeech
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Semi-Supervised Semantic Tagging for Conversational Understanding Using Markov Topic Regression
Asli Celikyilmaz, Dilek Hakkani-Tür, Gokhan Tur, Ruhi Sarikaya
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics | August 2013
-
IsNL? A Discriminative Approach to Detect Natural Language Like Queries for Conversational Understanding
Asli Celikyilmaz, Gokhan Tur, Dilek Hakkani-Tür
Annual Conference of the International Speech Communication Association (Interspeech) | August 2013
-
Leveraging Knowledge Graphs for Web-Scale Unsupervised Semantic Parsing
Larry Heck, Dilek Hakkani-Tür, Gokhan Tur
Proceedings of Interspeech | August 2013
Proceedings of Interspeech
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A Weakly-Supervised Approach for Discovering New User Intents from Search Query Logs
Dilek Hakkani-Tür, Asli Celikyilmaz, Larry Heck, Gokhan Tur
Annual Conference of the International Speech Communication Association (Interspeech) | August 2013
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Optimal Data Set Selection: An Application to Grapheme-to-Phoneme Conversion
Young-Bum Kim, Benjamin Snyder
North American Association for Computational Linguistics (ACL) | June 2013
North American Association for Computational Linguistics (ACL)
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TechWare: Spoken Language Understanding (SLU) Resources
Gokhan Tur, Ye-Yi Wang, Dilek Hakkani-Tür
IEEE Signal Processing Magazine | May 2013
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Multi-Style Adaptive Training for Robust Cross-Lingual Spoken Language Understanding
Xiaodong He, Li Deng, Dilek Hakkani-Tür, Gokhan Tur
May 2013
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Latent Semantic Modeling for Slot Filling in Conversational Understanding
Gokhan Tur, Asli Celikyilmaz, Dilek Hakkani-Tür
May 2013
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Joint Discriminative Decoding of Word and Semantic Tags for Spoken Language Understanding
Anoop Deoras, Gokhan Tur, Ruhi Sarikaya, Dilek Hakkani-Tür
IEEE Transactions on Audio, Speech, and Language Processing | January 2013
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Statistical Semantic Interpretation Modeling for Spoken Language Understanding with Enriched Semantic Features
Asli Celikyilmaz, Dilek Hakkani-Tür, Gokhan Tur
IEEE Workshop on Spoken Language Technologies | December 2012
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Exploiting the Semantic Web for Unsupervised Spoken Language Understanding
Larry Heck, Dilek Hakkani-Tür
IEEE Spoken Language Technology Workshop | December 2012
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Learning When to Listen: Detecting System-Addressed Speech in Human-Human-Computer Dialog
Elizabeth Shriberg, Andreas Stolcke, Dilek Hakkani-Tür, Larry Heck
Proc. Interspeech | September 2012
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A Discriminative Classification-Based Approach to Information State Updates for a Multi-Domain Dialog System
Dilek Hakkani-Tür, Gokhan Tur, Larry Heck, Ashley Fidler, Asli Celikyilmaz
Annual Conference of the International Speech Communication Association (Interspeech) | September 2012
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Joint Decoding for Speech Recognition and Semantic Tagging
Anoop Deoras, Ruhi Sarikaya, Gokhan Tur, Dilek Hakkani-Tür
Annual Conference of the International Speech Communication Association (Interspeech) | September 2012
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Mining Search Query Logs for Spoken Language Understanding
Dilek Hakkani-Tür, Gokhan Tur, Asli Celikyilmaz
North Ameircan Association for Computational Linguistics NAACL-2012: Workshop on Future Directions and Needs in the Spoken Dialog Community: Tools and Data | June 2012
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Employing Web Search Query Click Logs for Multi-Domain Spoken Language Understanding
Dilek Hakkani-Tür, Gokhan Tur, Larry Heck, Asli Celikyilmaz, Ashley Fidler, Dustin Harris, Rukmini Iyer, Sarangarajan Parthasarthy
IEEE Automatic Speech Recognition and Understanding Workshop | December 2011
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Exploiting Distance Based Similarity in Topic Models for User Intent Detection
Asli Celikyilmaz, Dilek Hakkani-Tür, Gokhan Tur
IEEE Automatic Speech Recognition and Understanding Workshop | December 2011
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Learning Weighted Entity Lists from Web Click Logs for Spoken Language Understanding
Dustin Hillard, Asli Celikyilmaz, Dilek Hakkani-Tür, Gokhan Tur
August 2011
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Research Challenges and Opportunities in Mobile Applications
Dilek Hakkani-Tür, Gokhan Tur, Larry Heck
IEEE Signal Processing Magazine | August 2011
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Bootstrapping Domain Detection Using Query Click Logs for New Domains
Dilek Hakkani-Tür, Gokhan Tur, Larry Heck, Elizabeth Shriberg
Proceedings of Interspeech | August 2011
Proceedings of Interspeech
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Multi-Task Learning for Spoken Language Understanding with Shared Slots
Xiao Li, Ye-Yi Wang, Gokhan Tur
August 2011
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Multi-Domain Spoken Language Understanding with Approximate Inference
Asli Celikyilmaz, Dilek Hakkani-Tür, Gokhan Tur
August 2011
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Leveraging Web Query Logs to Learn User Intent Via Bayesian Latent Variable Model
Asli Celikyilmaz, Dilek Hakkani-Tür, Gokhan Tur
ICML Workshop on Combining Learning Strategies to Reduce Label Cost | July 2011
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Universal Morphological Analysis using Structured Nearest Neighbor Prediction
Young-Bum Kim
Empirical Methods in Natural Language Processing (EMNLP) | July 2011
Empirical Methods in Natural Language Processing (EMNLP)
Plenary Award
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Exploiting Query Click Logs for Utterance Domain Detection in Spoken Language Understanding
Gokhan Tur, Larry Heck, Dilek Hakkani-Tür
Proceedings of the ICASSP | May 2011
Proceedings of the ICASSP
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Sentence Simplification for Spoken Language Understanding
Gokhan Tur, Dilek Hakkani-Tür, Larry Heck, Suresh Parthasarathy
IEEE International Conference on Acoustics, Speech, and Signal Processing | May 2011
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Lexicon Modeling for Query Understanding
Jingjing Liu, Xiao Li, Alex Acero, Ye-Yi Wang
ICASSP | May 2011
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Spoken Language Understanding: Systems for Extracting Semantic Information from Speech
Gokhan Tur
Published by John Wiley and Sons | January 2011
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The CALO Meeting Assistant System
Gokhan Tur, Andreas Stolcke, Lynn Voss, Stanley Peters, Dilek Hakkani-Tür, John Dowding, Benoit Favre, Raquel Fernández, Matthew Frampton, Mike Frandsen, Clint Frederickson, Martin Graciarena, Donald Kintzing, Kyle Leveque, Shane Mason, John Niekrasz, Matthew Purver, Korbinian Riedhammer, Elizabeth Shriberg, Jing Tien, Dimitra Vergyri, Fan Yang
IEEE Transactions on Audio, Speech, and Language Processing | August 2010, Vol 18(6): pp. 1601-1611
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Semi-Supervised Learning of Semantic Classes for Query Understanding – from the Web and for the Web
Ye-Yi Wang, Raphael Hoffmann, Xiao Li, Jakub Szymanski
The 18th ACM Conference on Information and Knowledge Management | November 2009
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On the Use of Virtual Evidence in Conditional Random Fields
Xiao Li
EMNLP | August 2009
EMNLP
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Semantic Tagging of Web Search Queries
Mehdi Manshadi, Xiao Li
ACL | August 2009
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Extracting Structured Information from User Queries with Semi-Supervised Conditional Random Fields
Xiao Li, Ye-Yi Wang, Alex Acero
SIGIR | July 2009
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Inductive and Example-Based Learning for Text Classification
Ye-Yi Wang, Xiao Li, Alex Acero
Interspeech | September 2008
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An Integrative and Discriminative Technique for Spoken Utterance Classification
Ye-Yi Wang, S. Yaman, Li Deng, Dong Yu, Alex Acero, Sibel Yaman
IEEE Trans. Audio, Speech, and Language Processing | January 2008, Vol 16: pp. 1207-1214
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A Discriminative Training Framework Using N-Best Speech Recognition Transcriptions and Scores for Spoken Utterance Classification
Sibel Yaman, Li Deng, Dong Yu, Ye-Yi Wang, Alex Acero
Proc. of the International Conference on Acoustics, Speech and Signal Processing | April 2007
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Maximum Entropy Model Parameterization with Tf-Idf Weighted Vector Space Model
Ye-Yi Wang, Alex Acero
IEEE Automatic Speech Recognition and Understanding Workshop | January 2007
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Discriminative Models for Spoken Language Understanding.
Ye-Yi Wang, Alex Acero
the International Conference on Spoken Language Processing | January 2006
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N-Gram Based Filler Model for Robust Grammar Authoring
Dong Yu, Y. C. Ju, Ye-Yi Wang, Alex Acero
International Conference on Acoustics, Speech, and Signal Processing. | January 2006
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Rapid Development of Spoken Language Understanding Grammars
Ye-Yi Wang, Alex Acero
Speech Communication | January 2006, Vol 48(3-4): pp. 390-416
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Speech Utterance Classification Model Training without Manual Transcriptions
Ye-Yi Wang, John Lee, Alex Acero
IEEE International Conference on Acoustics, Speech and Signal Processing | January 2006
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Combining Statistical and Knowledge-Based Spoken Language Understanding in Conditional Models
Ye-Yi Wang, Alex Acero, Milind Mahajan, John Lee
COLING/ACL06 | January 2006
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Semiautomatic Improvements of System-Initiative Spoken Dialog Applications Using Interactive Clustering
Dong Yu, Alex Acero
IEEE Trans. Speech & Audio Proc (Special Issue on Data Mining of Speech, Audio and Dialog) | September 2005
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SGStudio: Rapid Semantic Grammar Development for Spoken Language Understanding
Ye-Yi Wang, Alex Acero
9th European Conference on Speech Communication and Technology | January 2005
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Spoken Language Understanding «” An Introduction to the Statistical Framework
Ye-Yi Wang, Li Deng, Alex Acero
IEEE Signal Processing Magazine | January 2005, Vol 22(5): pp. 16-31
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Statistical Spoken Language Understanding: from Generative Model to Conditional Model
Ye-Yi Wang, John Lee, Milind Mahajan, Alex Acero
NIPS Workshop: Advances in Structured Learning for Text and Speech Processing | January 2005
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Creating Speech Recognition Grammars from Regular Expressions for Alphanumeric Concepts
Ye-Yi Wang, Y. C. Ju
International Conference on Spoken Language Processing | January 2004
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A Semantically Structured Language Model
Alex Acero, Ye-Yi Wang, Kuansan Wang
Special Workshop in Maui | January 2004
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Concept Acquisition in Example-Based Grammar Authoring
Ye-Yi Wang, Alex Acero
IEEE International Conference on Acoustics, Speech, and Signal Processing | January 2003
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Combination of CFG and N-gram Modeling in Semantic Grammar Learning
Ye-Yi Wang, Alex Acero
Eurospeech 2003 | January 2003
Eurospeech 2003
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Is Word Error Rate a Good Indicator for Spoken Language Understanding Accuracy
Ye-Yi Wang, Alex Acero, Ciprian Chelba
IEEE Workshop on Automatic Speech Recognition and Understanding | January 2003
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Combination of Statistical and Rule-Based Approaches for Spoken Language Understanding
Ye-Yi Wang, Alex Acero, Ciprian Chelba, Brendan Frey, Leon Wong
International Conference on Spoken Processing | January 2002
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Evaluation of Spoken Language Grammar Learning in ATIS Domain
Ye-Yi Wang, Alex Acero
IEEE International Conference on Acoustics, Speech, and Signal Processing | January 2002
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Clustering Novel Intents in a Conversational Interaction System with Semantic Parsing
Dilek Hakkani-Tür, Y. C. Ju, Geoffrey Zweig, Gokhan Tur
Interspeech 2015 Conference | May 2015
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Personal Knowledge Graph Population from User Utterances in Conversational Understanding
Xiang Li, Gokhan Tur, Dilek Hakkani-Tür, Qi Li
December 2014
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Deriving Local Relational Surface Forms from Dependency-Based Entity Embeddings for Unsupervised Spoken Language Understanding
Yun-Nung Chen, Dilek Hakkani-Tür, Gokhan Tur
December 2014
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Distributed Open-Domain Conversational Understanding Framework With Domain Independent Extractors
Qi Li, Gokhan Tur, Dilek Hakkani-Tür, Xiang Li, Tim Paek, Asela Gunawardana, Chris Quirk
IEEE Spoken Language Technology Workshop | December 2014
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Learning Semantic Entity Representations with Knowledge Graph and Deep Neural Networks and its Application to Named Entity Disambiguation
Hongzhao Huang, Larry Heck
MSR-TR-2014-108 | August 2014
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Extending Domain Coverage of Language Understanding Systems via Intent Transfer Between Domains Using Knowledge Graphs and Search Query Click Logs
Ali El-Kahky, Xiaohu Liu, Ruhi Sarikaya, Gokhan Tur, Dilek Hakkani-Tür, Larry Heck
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2014
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Zero-Shot Learning and Clustering for Semantic Utterance Classification
Gokhan Tur, Dilek Hakkani-Tür, Larry Heck
April 2014
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Conversational Knowledge Graphs
Larry Heck
MSR-TR-2014-70 | March 2014
-
Situated Conversational Interaction (Invited Talk)
Larry Heck, Dilek Hakkani-Tur, Patrick Pantel
IEEE Global Conference on Signal and Information Processing | December 2013
-
Multimodal Conversational Search and Browse
Larry Heck, Dilek Hakkani-Tür, Madhu Chinthakunta, Gokhan Tur, Rukmini Iyer, Partha Parthasacarthy, Lisa Stifelman, Elizabeth Shriberg, Ashley Fidler
August 2013
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IsNL? A Discriminative Approach to Detect Natural Language Like Queries for Conversational Understanding
Asli Celikyilmaz, Gokhan Tur, Dilek Hakkani-Tür
Annual Conference of the International Speech Communication Association (Interspeech) | August 2013
-
Leveraging Knowledge Graphs for Web-Scale Unsupervised Semantic Parsing
Larry Heck, Dilek Hakkani-Tür, Gokhan Tur
Proceedings of Interspeech | August 2013
Proceedings of Interspeech
-
A Weakly-Supervised Approach for Discovering New User Intents from Search Query Logs
Dilek Hakkani-Tür, Asli Celikyilmaz, Larry Heck, Gokhan Tur
Annual Conference of the International Speech Communication Association (Interspeech) | August 2013
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The Conversational Web
Larry Heck
Keynote Presentation, IEEE Workshop on Spoken Language Technology | December 2012
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Pay Attention, Please: Attention at the Telluride Neuromorphic Cognition Workshop
Malcolm Slaney
IEEE SLTC Newsletter | November 2012
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Exploiting the Semantic Web for Unsupervised Natural Language Semantic Parsing
Gokhan Tur, Minwoo Jeong, Ye-Yi Wang, Dilek Hakkani-Tür, Larry Heck
Proceedings of Interspeech | September 2012
-
Voice Search of Structured Media Data
Young-In Song, Ye-Yi Wang, Y. C. Ju, Mike Seltzer, Ivan Tashev, Alex Acero
International Conference on Acoustics, Speech and Signal Processing | April 2009
-
An Integrative and Discriminative Technique for Spoken Utterance Classification
Ye-Yi Wang, S. Yaman, Li Deng, Dong Yu, Alex Acero, Sibel Yaman
IEEE Trans. Audio, Speech, and Language Processing | January 2008, Vol 16: pp. 1207-1214
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-
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New Transfer Learning Techniques For Disparate Label Sets
Young-Bum Kim, Karl Stratos, Ruhi Sarikaya, Minwoo Jeong
Association for Computational Linguistics (ACL) | August 2015
-
Compact Lexicon Selection with Spectral Methods
Young-Bum Kim, Ruhi Sarikaya
Association for Computational Linguistics (ACL) | August 2015
-
Universal Morphological Analysis using Structured Nearest Neighbor Prediction
Young-Bum Kim
Empirical Methods in Natural Language Processing (EMNLP) | July 2011
Empirical Methods in Natural Language Processing (EMNLP)
Plenary Award
-
Is Word Error Rate a Good Indicator for Spoken Language Understanding Accuracy
Ye-Yi Wang, Alex Acero, Ciprian Chelba
IEEE Workshop on Automatic Speech Recognition and Understanding | January 2003
-
-
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New Transfer Learning Techniques For Disparate Label Sets
Young-Bum Kim, Karl Stratos, Ruhi Sarikaya, Minwoo Jeong
Association for Computational Linguistics (ACL) | August 2015
-
Pre-training of Hidden-Unit CRFs
Young-Bum Kim, Karl Stratos, Ruhi Sarikaya
Association for Computational Linguistics (ACL) | August 2015
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Compact Lexicon Selection with Spectral Methods
Young-Bum Kim, Ruhi Sarikaya
Association for Computational Linguistics (ACL) | August 2015
-
Weakly Supervised Slot Tagging with Partially Labeled Sequences from Web Search Click Logs
Young-Bum Kim, Ruhi Sarikaya
North American Chapter of the Association for Computational Linguistics (NAACL) | June 2015
-
Optimal Data Set Selection: An Application to Grapheme-to-Phoneme Conversion
Young-Bum Kim, Benjamin Snyder
North American Association for Computational Linguistics (ACL) | June 2013
North American Association for Computational Linguistics (ACL)
-
Universal Morphological Analysis using Structured Nearest Neighbor Prediction
Young-Bum Kim
Empirical Methods in Natural Language Processing (EMNLP) | July 2011
Empirical Methods in Natural Language Processing (EMNLP)
Plenary Award
-
-
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New Transfer Learning Techniques For Disparate Label Sets
Young-Bum Kim, Karl Stratos, Ruhi Sarikaya, Minwoo Jeong
Association for Computational Linguistics (ACL) | August 2015
-
Pre-training of Hidden-Unit CRFs
Young-Bum Kim, Karl Stratos, Ruhi Sarikaya
Association for Computational Linguistics (ACL) | August 2015
-
Learning Semantic Entity Representations with Knowledge Graph and Deep Neural Networks and its Application to Named Entity Disambiguation
Hongzhao Huang, Larry Heck
MSR-TR-2014-108 | August 2014
-
Exploiting the Semantic Web for Unsupervised Natural Language Semantic Parsing
Gokhan Tur, Minwoo Jeong, Ye-Yi Wang, Dilek Hakkani-Tür, Larry Heck
Proceedings of Interspeech | September 2012
-
Towards Deeper Understanding Deep Convex Networks for Semantic Utterance Classification
Gokhan Tur, Li Deng, Dilek Hakkani-Tür, Xiaodong He
March 2012
-
Semi-Supervised Learning of Semantic Classes for Query Understanding – from the Web and for the Web
Ye-Yi Wang, Raphael Hoffmann, Xiao Li, Jakub Szymanski
The 18th ACM Conference on Information and Knowledge Management | November 2009
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-
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Probabilistic Enrichment of Knowledge Graph Entities for Relation Detection in Conversational Understanding
Dilek Hakkani-Tür, Asli Celikyilmaz, Larry Heck, Gokhan Tur, Geoff Zweig
Proceedings of Interspeech | September 2014
Proceedings of Interspeech
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Understanding Spoken Language
Gokhan Tur, Dilek Hakkani-Tür
Publié par CRC Press | 2014
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Understanding Computer-Directed Utterances in Multi-User Dialog Systems
Dilek Hakkani-Tür, Gokhan Tur
May 2013
-
Using a Knowledge Graph and Query Click Logs for Unsupervised Learning of Relation Detection
Larry Heck, Gokhan Tur, Dilek Hakkani-Tür
May 2013
-
Translating Natural Language Utterances to Search Queries for SLU Domain Detection Using Query Click Logs
Gokhan Tur, Larry Heck, Dilek Hakkani-Tür
March 2012
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Towards Unsupervised Spoken Language Understanding: Exploiting Query Click Logs for Slot Filling
Gokhan Tur, Dilek Hakkani-Tür, Asli Celikyilmaz
August 2011
-
What’s Left to Be Understood in ATIS?
Gokhan Tur, Dilek Hakkani-Tür, Larry Heck
December 2010
-
Understanding the Semantic Structure of Noun Phrase Queries
Xiao Li
ACL | July 2010
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Voice Search of Structured Media Data
Young-In Song, Ye-Yi Wang, Y. C. Ju, Mike Seltzer, Ivan Tashev, Alex Acero
International Conference on Acoustics, Speech and Signal Processing | April 2009
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-
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Voice Search of Structured Media Data
Young-In Song, Ye-Yi Wang, Y. C. Ju, Mike Seltzer, Ivan Tashev, Alex Acero
International Conference on Acoustics, Speech and Signal Processing | April 2009
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-
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Semiautomatic Improvements of System-Initiative Spoken Dialog Applications Using Interactive Clustering
Dong Yu, Alex Acero
IEEE Trans. Speech & Audio Proc (Special Issue on Data Mining of Speech, Audio and Dialog) | September 2005
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-
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Robust Spoken Language Understanding in MiPad
Ye-Yi Wang
Eurospeech | January 2001
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-
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Grammar Learning for Spoken Language Understanding
Ye-Yi Wang, Alex Acero
IEEE Workshop on Automatic Speech Recognition and Understanding | January 2001
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Robust Spoken Language Understanding in MiPad
Ye-Yi Wang
Eurospeech | January 2001
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A Robust Parser for Spoken Language Understanding
Ye-Yi Wang
Eurospeech | January 1999
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Scalable Semi-Supervised Query Classification Using Matrix Sketching
Young-Bum Kim, Karl Stratos, Ruhi Sarikaya
July 2016
-
Zero-Shot Learning of Intent Embeddings for Expansion by Convolutional Deep Structured Semantic Models
Yun-Nung Chen, Dilek Hakkani-Tür, Xiaodong He
IEEE ICASSP | March 2016
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A Comparative Study of Recurrent Neural Network Models for Lexical Domain Classification
Suman Ravuri, Andreas Stolcke
Proc. IEEE ICASSP | March 2016
Proc. IEEE ICASSP
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The Fourth Dialog State Tracking Challenge
Seokhwan Kim, Luis Fernando D'Haro, Rafael E. Banchs, Jason Williams, Matthew Henderson
Proceedings International Workshop on Spoken Dialog Systems (IWSDS) | January 2016
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Convolutional Neural Network Based Semantic Tagging with Entity Embeddings
Asli Celikyilmaz, Dilek Hakkani-Tür
NIPS Workshop on Machine Learning for SLU & Interaction | December 2015
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Learning Bidirectional Intent Embeddings by Convolutional Deep Structured Semantic Models for Spoken Language Understanding
Yun-Nung Chen, Dilek Hakkani-Tür, Xiaodong He
NIPS workshop | December 2015
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A Comparative Study of Neural Network Models for Lexical Intent Classification
Suman Ravuri, Andreas Stolcke
Proc. IEEE Automatic Speech Recognition and Understanding Workshop | December 2015
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Recurrent Neural Network and LSTM Models for Lexical Utterance Classification
Suman Ravuri, Andreas Stolcke
Proc. Interspeech | September 2015
-
New Transfer Learning Techniques For Disparate Label Sets
Young-Bum Kim, Karl Stratos, Ruhi Sarikaya, Minwoo Jeong
Association for Computational Linguistics (ACL) | August 2015
-
Pre-training of Hidden-Unit CRFs
Young-Bum Kim, Karl Stratos, Ruhi Sarikaya
Association for Computational Linguistics (ACL) | August 2015
-
Compact Lexicon Selection with Spectral Methods
Young-Bum Kim, Ruhi Sarikaya
Association for Computational Linguistics (ACL) | August 2015
-
Weakly Supervised Slot Tagging with Partially Labeled Sequences from Web Search Click Logs
Young-Bum Kim, Ruhi Sarikaya
North American Chapter of the Association for Computational Linguistics (NAACL) | June 2015
-
Clustering Novel Intents in a Conversational Interaction System with Semantic Parsing
Dilek Hakkani-Tür, Y. C. Ju, Geoffrey Zweig, Gokhan Tur
Interspeech 2015 Conference | May 2015
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Probabilistic Features for Connecting Eye Gaze to Spoken Language Understanding
Anna Prokofieva, Malcolm Slaney, Dilek Hakkani-Tür
Proceedings of ICASSP | April 2015
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Joint Semantic Utterance Classification and Slot Filling with Recursive Neural Networks
Daniel (Zhaohan) Guo, Gokhan Tur, Scott Wen-tau Yih, Geoffrey Zweig
2014 IEEE Spoken Language Technology Workshop (SLT 2014) | December 2014
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Personal Knowledge Graph Population from User Utterances in Conversational Understanding
Xiang Li, Gokhan Tur, Dilek Hakkani-Tür, Qi Li
December 2014
-
Deriving Local Relational Surface Forms from Dependency-Based Entity Embeddings for Unsupervised Spoken Language Understanding
Yun-Nung Chen, Dilek Hakkani-Tür, Gokhan Tur
December 2014
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Distributed Open-Domain Conversational Understanding Framework With Domain Independent Extractors
Qi Li, Gokhan Tur, Dilek Hakkani-Tür, Xiang Li, Tim Paek, Asela Gunawardana, Chris Quirk
IEEE Spoken Language Technology Workshop | December 2014
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Resolving Referring Expressions in Conversational Dialogs for Natural User Interfaces
Asli Celikyilmaz, Zhaleh Feizollahi, Dilek Hakkani-Tür, Ruhi Sarikaya
October 2014
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Rapidly Building Domain-Specific Entity-Centric Language Models Using Semantic Web Knowledge Sources
Murat Akbacak, Dilek Hakkani-Tür, Gokhan Tur
Proceedings of Interspeech | September 2014
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Detecting Out-Of-Domain Utterances Addressed to a Virtual Personal Assistant
Gokhan Tur, Anoop Deoras, Dilek Hakkani-Tür
Proceedings of Interspeech | September 2014
Proceedings of Interspeech
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Probabilistic Enrichment of Knowledge Graph Entities for Relation Detection in Conversational Understanding
Dilek Hakkani-Tür, Asli Celikyilmaz, Larry Heck, Gokhan Tur, Geoff Zweig
Proceedings of Interspeech | September 2014
Proceedings of Interspeech
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Extending Domain Coverage of Language Understanding Systems via Intent Transfer Between Domains Using Knowledge Graphs and Search Query Click Logs
Ali El-Kahky, Xiaohu Liu, Ruhi Sarikaya, Gokhan Tur, Dilek Hakkani-Tür, Larry Heck
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) | May 2014
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Task Specific Continuous Word Representations for Mono and Multi-lingual Spoken Language Understanding
Tasos Anastasakos, Young-Bum Kim, Anoop Deoras
May 2014
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Zero-Shot Learning and Clustering for Semantic Utterance Classification
Gokhan Tur, Dilek Hakkani-Tür, Larry Heck
April 2014
-
Situated Conversational Interaction (Invited Talk)
Larry Heck, Dilek Hakkani-Tur, Patrick Pantel
IEEE Global Conference on Signal and Information Processing | December 2013
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Deep Belief Network based Semantic Taggers for Spoken Language Understanding
Anoop Deoras, Ruhi Sarikaya
ISCA Interspeech | September 2013
ISCA Interspeech
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Semi-Supervised Semantic Tagging for Conversational Understanding Using Markov Topic Regression
Asli Celikyilmaz, Dilek Hakkani-Tür, Gokhan Tur, Ruhi Sarikaya
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics | August 2013
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Multimodal Conversational Search and Browse
Larry Heck, Dilek Hakkani-Tür, Madhu Chinthakunta, Gokhan Tur, Rukmini Iyer, Partha Parthasacarthy, Lisa Stifelman, Elizabeth Shriberg, Ashley Fidler
August 2013
-
IsNL? A Discriminative Approach to Detect Natural Language Like Queries for Conversational Understanding
Asli Celikyilmaz, Gokhan Tur, Dilek Hakkani-Tür
Annual Conference of the International Speech Communication Association (Interspeech) | August 2013
-
Leveraging Knowledge Graphs for Web-Scale Unsupervised Semantic Parsing
Larry Heck, Dilek Hakkani-Tür, Gokhan Tur
Proceedings of Interspeech | August 2013
Proceedings of Interspeech
-
A Weakly-Supervised Approach for Discovering New User Intents from Search Query Logs
Dilek Hakkani-Tür, Asli Celikyilmaz, Larry Heck, Gokhan Tur
Annual Conference of the International Speech Communication Association (Interspeech) | August 2013
-
Optimal Data Set Selection: An Application to Grapheme-to-Phoneme Conversion
Young-Bum Kim, Benjamin Snyder
North American Association for Computational Linguistics (ACL) | June 2013
North American Association for Computational Linguistics (ACL)
-
Multi-Style Adaptive Training for Robust Cross-Lingual Spoken Language Understanding
Xiaodong He, Li Deng, Dilek Hakkani-Tür, Gokhan Tur
May 2013
-
Understanding Computer-Directed Utterances in Multi-User Dialog Systems
Dilek Hakkani-Tür, Gokhan Tur
May 2013
-
Using a Knowledge Graph and Query Click Logs for Unsupervised Learning of Relation Detection
Larry Heck, Gokhan Tur, Dilek Hakkani-Tür
May 2013
-
Latent Semantic Modeling for Slot Filling in Conversational Understanding
Gokhan Tur, Asli Celikyilmaz, Dilek Hakkani-Tür
May 2013
-
Statistical Semantic Interpretation Modeling for Spoken Language Understanding with Enriched Semantic Features
Asli Celikyilmaz, Dilek Hakkani-Tür, Gokhan Tur
IEEE Workshop on Spoken Language Technologies | December 2012
-
Exploiting the Semantic Web for Unsupervised Spoken Language Understanding
Larry Heck, Dilek Hakkani-Tür
IEEE Spoken Language Technology Workshop | December 2012
-
The Conversational Web
Larry Heck
Keynote Presentation, IEEE Workshop on Spoken Language Technology | December 2012
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Use of Kernel Deep Convex Networks and End-To-End Learning for Spoken Language Understanding
Li Deng, Gokhan Tur, Xiaodong He, Dilek Hakkani-Tür
December 2012
-
Learning When to Listen: Detecting System-Addressed Speech in Human-Human-Computer Dialog
Elizabeth Shriberg, Andreas Stolcke, Dilek Hakkani-Tür, Larry Heck
Proc. Interspeech | September 2012
-
Exploiting the Semantic Web for Unsupervised Natural Language Semantic Parsing
Gokhan Tur, Minwoo Jeong, Ye-Yi Wang, Dilek Hakkani-Tür, Larry Heck
Proceedings of Interspeech | September 2012
-
A Discriminative Classification-Based Approach to Information State Updates for a Multi-Domain Dialog System
Dilek Hakkani-Tür, Gokhan Tur, Larry Heck, Ashley Fidler, Asli Celikyilmaz
Annual Conference of the International Speech Communication Association (Interspeech) | September 2012
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Joint Decoding for Speech Recognition and Semantic Tagging
Anoop Deoras, Ruhi Sarikaya, Gokhan Tur, Dilek Hakkani-Tür
Annual Conference of the International Speech Communication Association (Interspeech) | September 2012
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Mining Search Query Logs for Spoken Language Understanding
Dilek Hakkani-Tür, Gokhan Tur, Asli Celikyilmaz
North Ameircan Association for Computational Linguistics NAACL-2012: Workshop on Future Directions and Needs in the Spoken Dialog Community: Tools and Data | June 2012
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Towards Deeper Understanding Deep Convex Networks for Semantic Utterance Classification
Gokhan Tur, Li Deng, Dilek Hakkani-Tür, Xiaodong He
March 2012
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Translating Natural Language Utterances to Search Queries for SLU Domain Detection Using Query Click Logs
Gokhan Tur, Larry Heck, Dilek Hakkani-Tür
March 2012
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Employing Web Search Query Click Logs for Multi-Domain Spoken Language Understanding
Dilek Hakkani-Tür, Gokhan Tur, Larry Heck, Asli Celikyilmaz, Ashley Fidler, Dustin Harris, Rukmini Iyer, Sarangarajan Parthasarthy
IEEE Automatic Speech Recognition and Understanding Workshop | December 2011
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Exploiting Distance Based Similarity in Topic Models for User Intent Detection
Asli Celikyilmaz, Dilek Hakkani-Tür, Gokhan Tur
IEEE Automatic Speech Recognition and Understanding Workshop | December 2011
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Learning Weighted Entity Lists from Web Click Logs for Spoken Language Understanding
Dustin Hillard, Asli Celikyilmaz, Dilek Hakkani-Tür, Gokhan Tur
August 2011
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Towards Unsupervised Spoken Language Understanding: Exploiting Query Click Logs for Slot Filling
Gokhan Tur, Dilek Hakkani-Tür, Asli Celikyilmaz
August 2011
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Bootstrapping Domain Detection Using Query Click Logs for New Domains
Dilek Hakkani-Tür, Gokhan Tur, Larry Heck, Elizabeth Shriberg
Proceedings of Interspeech | August 2011
Proceedings of Interspeech
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Multi-Task Learning for Spoken Language Understanding with Shared Slots
Xiao Li, Ye-Yi Wang, Gokhan Tur
August 2011
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Multi-Domain Spoken Language Understanding with Approximate Inference
Asli Celikyilmaz, Dilek Hakkani-Tür, Gokhan Tur
August 2011
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Leveraging Web Query Logs to Learn User Intent Via Bayesian Latent Variable Model
Asli Celikyilmaz, Dilek Hakkani-Tür, Gokhan Tur
ICML Workshop on Combining Learning Strategies to Reduce Label Cost | July 2011
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Universal Morphological Analysis using Structured Nearest Neighbor Prediction
Young-Bum Kim
Empirical Methods in Natural Language Processing (EMNLP) | July 2011
Empirical Methods in Natural Language Processing (EMNLP)
Plenary Award
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Exploiting Query Click Logs for Utterance Domain Detection in Spoken Language Understanding
Gokhan Tur, Larry Heck, Dilek Hakkani-Tür
Proceedings of the ICASSP | May 2011
Proceedings of the ICASSP
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Sentence Simplification for Spoken Language Understanding
Gokhan Tur, Dilek Hakkani-Tür, Larry Heck, Suresh Parthasarathy
IEEE International Conference on Acoustics, Speech, and Signal Processing | May 2011
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Lexicon Modeling for Query Understanding
Jingjing Liu, Xiao Li, Alex Acero, Ye-Yi Wang
ICASSP | May 2011
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What’s Left to Be Understood in ATIS?
Gokhan Tur, Dilek Hakkani-Tür, Larry Heck
December 2010
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Understanding the Semantic Structure of Noun Phrase Queries
Xiao Li
ACL | July 2010
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Semi-Supervised Learning of Semantic Classes for Query Understanding – from the Web and for the Web
Ye-Yi Wang, Raphael Hoffmann, Xiao Li, Jakub Szymanski
The 18th ACM Conference on Information and Knowledge Management | November 2009
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On the Use of Virtual Evidence in Conditional Random Fields
Xiao Li
EMNLP | August 2009
EMNLP
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Semantic Tagging of Web Search Queries
Mehdi Manshadi, Xiao Li
ACL | August 2009
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Extracting Structured Information from User Queries with Semi-Supervised Conditional Random Fields
Xiao Li, Ye-Yi Wang, Alex Acero
SIGIR | July 2009
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Voice Search of Structured Media Data
Young-In Song, Ye-Yi Wang, Y. C. Ju, Mike Seltzer, Ivan Tashev, Alex Acero
International Conference on Acoustics, Speech and Signal Processing | April 2009
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Inductive and Example-Based Learning for Text Classification
Ye-Yi Wang, Xiao Li, Alex Acero
Interspeech | September 2008
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A Discriminative Training Framework Using N-Best Speech Recognition Transcriptions and Scores for Spoken Utterance Classification
Sibel Yaman, Li Deng, Dong Yu, Ye-Yi Wang, Alex Acero
Proc. of the International Conference on Acoustics, Speech and Signal Processing | April 2007
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Maximum Entropy Model Parameterization with Tf-Idf Weighted Vector Space Model
Ye-Yi Wang, Alex Acero
IEEE Automatic Speech Recognition and Understanding Workshop | January 2007
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Discriminative Models for Spoken Language Understanding.
Ye-Yi Wang, Alex Acero
the International Conference on Spoken Language Processing | January 2006
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N-Gram Based Filler Model for Robust Grammar Authoring
Dong Yu, Y. C. Ju, Ye-Yi Wang, Alex Acero
International Conference on Acoustics, Speech, and Signal Processing. | January 2006
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Speech Utterance Classification Model Training without Manual Transcriptions
Ye-Yi Wang, John Lee, Alex Acero
IEEE International Conference on Acoustics, Speech and Signal Processing | January 2006
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Combining Statistical and Knowledge-Based Spoken Language Understanding in Conditional Models
Ye-Yi Wang, Alex Acero, Milind Mahajan, John Lee
COLING/ACL06 | January 2006
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SGStudio: Rapid Semantic Grammar Development for Spoken Language Understanding
Ye-Yi Wang, Alex Acero
9th European Conference on Speech Communication and Technology | January 2005
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Statistical Spoken Language Understanding: from Generative Model to Conditional Model
Ye-Yi Wang, John Lee, Milind Mahajan, Alex Acero
NIPS Workshop: Advances in Structured Learning for Text and Speech Processing | January 2005
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Creating Speech Recognition Grammars from Regular Expressions for Alphanumeric Concepts
Ye-Yi Wang, Y. C. Ju
International Conference on Spoken Language Processing | January 2004
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A Semantically Structured Language Model
Alex Acero, Ye-Yi Wang, Kuansan Wang
Special Workshop in Maui | January 2004
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Concept Acquisition in Example-Based Grammar Authoring
Ye-Yi Wang, Alex Acero
IEEE International Conference on Acoustics, Speech, and Signal Processing | January 2003
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Combination of CFG and N-gram Modeling in Semantic Grammar Learning
Ye-Yi Wang, Alex Acero
Eurospeech 2003 | January 2003
Eurospeech 2003
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Is Word Error Rate a Good Indicator for Spoken Language Understanding Accuracy
Ye-Yi Wang, Alex Acero, Ciprian Chelba
IEEE Workshop on Automatic Speech Recognition and Understanding | January 2003
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Combination of Statistical and Rule-Based Approaches for Spoken Language Understanding
Ye-Yi Wang, Alex Acero, Ciprian Chelba, Brendan Frey, Leon Wong
International Conference on Spoken Processing | January 2002
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Evaluation of Spoken Language Grammar Learning in ATIS Domain
Ye-Yi Wang, Alex Acero
IEEE International Conference on Acoustics, Speech, and Signal Processing | January 2002
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Learning Semantic Entity Representations with Knowledge Graph and Deep Neural Networks and its Application to Named Entity Disambiguation
Hongzhao Huang, Larry Heck
MSR-TR-2014-108 | August 2014
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Conversational Knowledge Graphs
Larry Heck
MSR-TR-2014-70 | March 2014
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Understanding Spoken Language
Gokhan Tur, Dilek Hakkani-Tür
Publié par CRC Press | 2014
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TechWare: Spoken Language Understanding (SLU) Resources
Gokhan Tur, Ye-Yi Wang, Dilek Hakkani-Tür
IEEE Signal Processing Magazine | May 2013
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Joint Discriminative Decoding of Word and Semantic Tags for Spoken Language Understanding
Anoop Deoras, Gokhan Tur, Ruhi Sarikaya, Dilek Hakkani-Tür
IEEE Transactions on Audio, Speech, and Language Processing | January 2013
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Pay Attention, Please: Attention at the Telluride Neuromorphic Cognition Workshop
Malcolm Slaney
IEEE SLTC Newsletter | November 2012
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Research Challenges and Opportunities in Mobile Applications
Dilek Hakkani-Tür, Gokhan Tur, Larry Heck
IEEE Signal Processing Magazine | August 2011
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The CALO Meeting Assistant System
Gokhan Tur, Andreas Stolcke, Lynn Voss, Stanley Peters, Dilek Hakkani-Tür, John Dowding, Benoit Favre, Raquel Fernández, Matthew Frampton, Mike Frandsen, Clint Frederickson, Martin Graciarena, Donald Kintzing, Kyle Leveque, Shane Mason, John Niekrasz, Matthew Purver, Korbinian Riedhammer, Elizabeth Shriberg, Jing Tien, Dimitra Vergyri, Fan Yang
IEEE Transactions on Audio, Speech, and Language Processing | August 2010, Vol 18(6): pp. 1601-1611
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An Integrative and Discriminative Technique for Spoken Utterance Classification
Ye-Yi Wang, S. Yaman, Li Deng, Dong Yu, Alex Acero, Sibel Yaman
IEEE Trans. Audio, Speech, and Language Processing | January 2008, Vol 16: pp. 1207-1214
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Rapid Development of Spoken Language Understanding Grammars
Ye-Yi Wang, Alex Acero
Speech Communication | January 2006, Vol 48(3-4): pp. 390-416
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Semiautomatic Improvements of System-Initiative Spoken Dialog Applications Using Interactive Clustering
Dong Yu, Alex Acero
IEEE Trans. Speech & Audio Proc (Special Issue on Data Mining of Speech, Audio and Dialog) | September 2005
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Spoken Language Understanding «” An Introduction to the Statistical Framework
Ye-Yi Wang, Li Deng, Alex Acero
IEEE Signal Processing Magazine | January 2005, Vol 22(5): pp. 16-31
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Spoken Language Understanding: Systems for Extracting Semantic Information from Speech
Gokhan Tur
Published by John Wiley and Sons | January 2011
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