Regina Barzilay Publications

• Tahira Naseem, Regina Barzilay, and Amir Globerson
  "Selective Sharing for Multilingual Dependency Parsing",
  Proceedings of ACL, 2012.



• S.R.K. Branavan, Nate Kushman, Tao Lei, and Regina Barzilay
  "Learning High-Level Planning from Text",
  Proceedings of ACL, 2012.



• Yuan Zhang, Roi Reichart, Regina Barzilay, and Amir Globerson
  "Learning to Map into a Universal POS Tagset",
  Proceedings of EMNLP, 2012.



• Roi Reichart and Regina Barzilay
  "Multi Event Extraction Guided by Global Constraints",
  Proceedings of NAACL, 2012.



• David Stallard, Jacob Devlin, Michael Kayser, Yoong Keok Lee and Regina Barzilay
  "Unsupervised Morphology Rivals Supervised Morphology for Arabic MT",
  Proceedings of ACL (Short Papers), 2012.



• S. R. K. Branavan, David Silver and Regina Barzilay
  "Learning to Win by Reading Manuals in a Monte-Carlo Framework",
  Journal of Artificial Intelligence Research, 43, 2012.



• Christina Sauper, Aria Haghighi and Regina Barzilay
  "Automatic Aggregation by Joint Modeling of Aspects and Values",
  Journal of Artificial Intelligence Research, (to appear).



• S.R.K. Branavan, David Silver, and Regina Barzilay
  "Learning to Win by Reading Manuals in a Monte-Carlo Framework",
  Proceedings of ACL, 2011.



• Edward Benson, Aria Haghighi, and Regina Barzilay
  "Event Discovery in Social Media Feeds",
  Proceedings of ACL, 2011.



• Christina Sauper, Aria Haghighi, and Regina Barzilay
  "Content Models with Attitude",
  Proceedings of ACL, 2011.



• Harr Chen, Edward Benson, Tahira Naseem, and Regina Barzilay
  "In-domain Relation Discovery with Meta-constraints via Posterior Regularization ",
  Proceedings of ACL, 2011.



• Tahira Naseem, and Regina Barzilay
  "Using Semantic Cues to Learn Syntax",
  Proceedings of AAAI, 2011.



• S.R.K. Branavan, David Silver, and Regina Barzilay
  "Non-Linear Monte-Carlo Search in Civilization II",
  Proceedings of IJCAI, 2011.



• Yoong Keok Lee, Aria Haghighi and Regina Barzilay
  "Modeling Syntactic Context Improves Morphological Segmentation",
  Proceedings of CONLL, 2011.



• Benjamin Snyder, Regina Barzilay and Kevin Knight
  "A Statistical Model for Lost Language Decipherment",
  Proceedings of ACL, 2010.



• S.R.K. Branavan, Luke Zettlemoyer and Regina Barzilay
  "Reading Between the Lines: Learning to Map High-level Instructions to Commands",
  Proceedings of ACL, 2010.



• Tahira Naseem, Harr Chen, Regina Barzilay and Mark Johnson
  "Using Universal Linguistic Knowledge to Guide Grammar Induction",
  Proceedings of EMNLP, 2010.



• Christina Sauper, Aria Haghighi and Regina Barzilay
  "Incorporating Content Structure into Text Analysis Applications",
  Proceedings of EMNLP, 2010.



• Yoong Keok Lee, Aria Haghighi and Regina Barzilay
  "Simple Type-Level Unsupervised POS Tagging",
  Proceedings of EMNLP, 2010.



• Benjamin Snyder and Regina Barzilay
  "Climbing the Tower of Babel: Unsupervised Multilingual Learning ",
  Proceedings of ICML, 2010.



• Regina Barzilay
  "Probabilistic Approaches for Modeling Text Structure and Their Application to Text-to-Text Generation",
  In Emiel Krahmer and Mariët Theune, editors,
  Empirical Methods in Natural Language Generation: Data-oriented Methods and Empirical Evaluation, Springer, 2010.



• S.R.K. Branavan, Harr Chen, Luke Zettlemoyer and Regina Barzilay
  "Reinforcement Learning for Mapping Instructions to Actions",
  Proceedings of ACL, 2009. Best Paper Award



• Christina Sauper and Regina Barzilay
  "Automatically Generating Wikipedia Articles: A Structure-Aware Approach",
  Proceedings of ACL, 2009.



• Harr Chen, S.R.K. Branavan, Regina Barzilay and David Karger
  "Global Models of Document Structure Using Latent Permutations",
  Proceedings of NAACL, 2009.



• Benjamin Snyder, Tahira Naseem, Jacob Eisenstein and Regina Barzilay
  "Adding More Languages Improves Unsupervised Multilingual Part-of-Speech Tagging: A Bayesian Non-Parametric Approach ",
  Proceedings of NAACL, 2009.



• S.R.K. Branavan, Harr Chen, Jacob Eisenstein and Regina Barzilay
  "Learning Document-Level Semantic Properties from Free-text Annotations",
  Journal of Artificial Intelligence Research, 34, 2009.



• Tahira Naseem, Benjamin Snyder, Jacob Eisenstein and Regina Barzilay
  "Unsupervised Multilingual Learning for Part-of-Speech Tagging",
  Journal of Artificial Intelligence Research, 36, 2009.



• Harr Chen, S.R.K. Branavan, David Karger and Regina Barzilay
  "Content Modeling Using Latent Permutations",
  Journal of Artificial Intelligence Research, 36, 2009.



• Nate Kushman, Micah Brodsky, S.R.K. Branavan, Dina Katabi, Regina Barzilay and Martin Rinard
  "Wikido",
  Proceedings of HotNets, 2009.



• Benjamin Snyder and Regina Barzilay
  "Unsupervised Multilingual Learning for Morphological Segmentation",
  Proceedings of ACL, 2008.



• S.R.K. Branavan, Harr Chen, Jacob Eisenstein and Regina Barzilay
  "Learning Document-Level Semantic Properties from Free-text Annotations",
  Proceedings of ACL, 2008.



• Jacob Eisenstein, Regina Barzilay, and Randall Davis
  "Gestural Cohesion for Topic Segmentation",
  Proceedings of ACL, 2008.



• Benjamin Snyder and Regina Barzilay
  "Cross-lingual Propagation for Morphological Analysis",
  Proceedings of AAAI, 2008.



• Jacob Eisenstein, Regina Barzilay, and Randall Davis
  "Discourse Topic and Gestural Form",
  Proceedings of AAAI, 2008.



• Jacob Eisenstein, Regina Barzilay, and Randall Davis
  "Modeling Gesture Salience as a Hidden Variable for Coreference Resolution and Keyframe Extraction",
  Journal of Artificial Intelligence Research, 2008.



• Regina Barzilay, Mirella Lapata
  "Modeling Local Coherence: An Entity-based Approach",
  Computational Linguistics, 2008.



• Jacob Eisenstein and Regina Barzilay
  "Bayesian Unsupervised Topic Segmentation",
  Proceedings of EMNLP, 2008.



• Benjamin Snyder, Tahira Naseem, Jacob Eisenstein, and Regina Barzilay
  "Unsupervised Multilingual Learning for POS Tagging",
  Proceedings of EMNLP, 2008.



• Erdong Chen, Benjamin Snyder, Regina Barzilay
  "Online Text Structuring with Hierarchical Ranking",
  In Proceedings of EMNLP, 2007.



• Branavan, Pawan Deshpande, Regina Barzilay
  "Generating a Table-of-Contents: A Hierarchical Discriminative Approach",
  In Proc. of ACL, 2007.



• Igor Malioutov, Alex Park, Regina Barzilay, James Glass
  "Making Sense of Sound: Unsupervised Topic Segmentation over Acoustic Input",
  In Proc. of ACL, 2007.



• Benjamin Snyder, Regina Barzilay
  "Multiple Aspect Ranking using the Good Grief Algorithm",
  In Proc. of NAACL, 2007.



• Pawan Deshpande, Regina Barzilay, David Karger
  "Randomized Decoding for Selection-and-Ordering Problems",
  In Proc. of NAACL, 2007.



• Jacob Eisenstein, Regina Barzilay, Randall Davis
  "Turning Lectures into Comic Books Using Linguistically Salient Gestures",
  In Proc. of AAAI, 2007.



• Benjamin Snyder, Regina Barzilay
  "Database-Text Alignment via Structured Multilabel Classification",
  In Proc. of IJCAI, 2007.



• James Glass, Timothy J. Hazen, Scott Cyphers, Igor Malioutov, David Huynh, and Regina Barzilay
  "Recent Progress in the MIT Spoken Lecture Processing Project",
  In Proc. of INTERSPEECH, 2007.



• Philip Bramsen, Pawan Deshpande, Yoong Keok Lee, Regina Barzilay
  "Inducing Temporal Graphs",
  In Proc. of EMNLP, 2006.



• Igor Malioutov, Regina Barzilay
  "Minimum Cut Model for Spoken Lecture Segmentation",
  In Proc. of ACL/COLING, 2006.



• David Kauchak, Regina Barzilay
  "Paraphrasing for Automatic Evaluation",
  In Proc. of NAACL/HLT, 2006.



• Regina Barzilay, Mirella Lapata
  "Aggregation via Set Partitioning for Natural Language Generation",
  In Proc. of NAACL/HLT, 2006.



• Philip Bramsen, Pawan Deshpande, Yoong Keok Lee, Regina Barzilay
  "Finding Temporal Order in Discharge Summaries",
  In Proc. of AMIA, 2006.



• Ronilda Lacson, Regina Barzilay, William Long
  "Automatic analysis of Medical Dialogue in the Home Hemodialysis Domain: Structure Induction and Summarization",
  In Journal of Biomedical Informatics, 2006.



• Regina Barzilay, Mirella Lapata
  "Collective Content Selection for Concept-To-Text Generation",
  In Proc. of EMNLP, 2005.



• Regina Barzilay, Mirella Lapata
  "Modeling Local Coherence: An Entity-Based Approach",
  In Proc. of ACL, 2005.



• Mirella Lapata, Regina Barzilay
  "Automatic Evaluation of Text Coherence: Models and Representations",
  In Proc. of IJCAI, 2005.



• Regina Barzilay, Kathleen McKeown
  "Sentence Fusion for Multidocument News Summarization",
  Computational Linguistics, 2005.



• Ronilda Lacson, Regina Barzilay
  "Automatic Processing of Spoken Dialogue in the Hemodialysis Domain",
  In Proc. of AMIA, 2005.



• Regina Barzilay, Lillian Lee
  "Catching the Drift: Probabilistic Content Models, with Applications to Generation and Summarization",
  In Proc. of NAACL-HLT, 2004. Best Paper Award



• Regina Barzilay
  "Natural Language Generation",
  In Berkshire Encyclopedia of Human-Computer Interaction, 2004.



• Regina Barzilay
  "Information Fusion for Multidocument Summarization: Paraphrasing and Generation",
  PhD Thesis, Columbia University, 2003.



• Regina Barzilay, Noemie Elhadad,
  "Sentence Alignment for Monolingual Comparable Corpora",
  in Proc. of EMNLP, 2003.



• Regina Barzilay, Lillian Lee,
  "Learning to Paraphrase: An Unsupervised Approach Using Multiple-Sequence Alignment",
  in Proc. of NAACL-HLT, 2003.



• Regina Barzilay, Lillian Lee,
  "Bootstrapping Lexical Choice via Multiple-Sequence Alignment",
  in Proc. of EMNLP, 2002.



• Regina Barzilay, Noemie Elhadad, Kathleen McKeown,
  "Inferring Strategies for Sentence Ordering in Multidocument Summarization",
  JAIR, 17:35-55, 2002.



• McKeown, Kathleen, Regina Barzilay, Sasha Blaire-Goldensohn, David Evans, Vasileios Hatzivassiloglou, Judith L. Klavans, Ani Nenkova, Barry Schiffman, Sergey Sigelman,
  "The Columbia Multi-Document Summarizer for Document Understanding Conference", in Proc. of DUC, 2002.



• Kathleen R. McKeown, Regina Barzilay, David Evans, Vasileios Hatzivassiloglou, Judith L. Klavans, Ani Nenkova, Carl Sable, Barry Schiffman, Sergey Sigelman,
  "Tracking and Summarizing News on a Daily Basis with Columbia's Newsblaster",,
  in Proc. of HLT, 2002.



• Regina Barzilay, Kathleen McKeown,
  "Extracting Paraphrases from a Parallel Corpus",
  in Proc. of ACL/EACL, 2001, Toulouse.



• Regina Barzilay, Noemie Elhadad, Kathleen McKeown,
  `` "Sentence Ordering in Multidocument Summarization",
  in Proc. of HLT, 2001, San Diego.



• Regina Barzilay,
  "Multidocument Summarization by Information Fusion",
  to appear in IJCAI'2001 Doctoral Consortium.



• Vasileios Hatzivassiloglou, Judith L. Klavans, Melissa L. Holcombe, Regina Barzilay, Min-Yen Kan, and Kathleen R. McKeown,
  "Simfinder: A Flexible Clustering Tool for Summarization",
  to in Workshop on Automatic Summarization, NAACL, 2001.



• Regina Barzilay, Michael Collins, Julia Hirschberg, Steve Whittaker,
  ``The Rules Behind Roles: Identifying Speaker Role in Radio Broadcasts'',
  in Proc. of AAAI, 2000, Austin.



• Regina Barzilay, Kathleen McKeown and Michael Elhadad,
  ``Information Fusion in the Context of Multi-Document Summarization'',
  in Proc. of the 37th Association for Computational Linguistics,
  1999, Maryland.



• Kathleen McKeown, Judith Klavans, Vasilis Hatzivassiloglou, Regina Barzilay, Eleazar Eskin,
  ``Towards Multidocument Summarization by Reformulation: Progress and Prospects'',
  in Proc. of AAAI, 1999, Orlando, Florida.



• Amanda M. Holland-Minkley, Regina Barzilay, Robert Constable,
  ``Verbalization of High-Level Formal Proofs'',
  in Proc. of AAAI, 1999, Orlando, Florida.



• Hongyan Jing, Regina Barzilay, Kathleen McKeown, Michael Elhadad,
  ``Summarization Evaluation Methods: Experiments and Analysis'',
  AAAI Symposium on Intelligent Summarization,
  March 23-25, 1998, Stanford University, CA.
66.8


• Regina Barzilay and Michael Elhadad,
  "Text summarizations with lexical chains"
  In Inderjeet Mani and Mark Maybury, editors,
  Advances in Automatic Text Summarization. MIT Press, 1999.



• Barzilay, Regina; McCullough, Daryl; Rambow, Owen; DeCristofaro, Jonathan; Korelsky, Tanya; Lavoie, Benoit,
  ``A New Approach to Expert System Explanations'',
  In Proceedings of the Ninth International Workshop on Natural Language Generation, pp. 78-87,
  1998, Niagara-on-the-Lake, Canada.



• Regina Barzilay and Michael Elhadad,
  ``Using Lexical Chains for Text Summarization'',
  In Proceedings of the Intelligent Scalable Text Summarization Workshop (ISTS'97),
  ACL, Madrid, 1997.