Papers Archive

Proceedings of Refereed Conferences

  • Adam Fisch, Kenton Lee, Ming-Wei Chang, Jonathan H. Clark, Regina Barzilay, CapWAP: Captioning with a Purpose,” EMNLP, 2020.

  • Tuan, Luu Anh, Darsh J. Shah, and Regina Barzilay, “Capturing Greater Context for Question Generation,” Thirty-Fourth Conference of the Association for the Advancement of Artificial Intelligence (AAAI), 2020.

  • Schuster, Tal, Darsh J. Shah, Yun Jie Serene Yeo, Daniel Filizzola, Enrico Santus, and Regina Barzilay, “Towards Debiasing Fact Verification Models,” Proceedings of Empirical Methods in Natural Language Processing (EMNLP), 2019.

 

  • Yan, Susu, Enrico Santus, Adam Yala, Leonard Wee, Jason Kim, Santiago A. Lozano-Calderon, Joseph H. Schwab, Regina Barzilay, Kevin S. Hughes, and Karen De Amorim Bernstein, “Using Deep Learning Algorithm to Extract Tumour Information from Pathology and Surgical Notes of Chondrosarcoma Patients,” Proceedings of the International Conference on the Use of Computers in Radiation Therapy and the International Conference on Monte Carlo Techniques for Medical Applications (ICCR-MCMA), 2019.

  • Lei, Tao, Regina Barzilay, and Tommi Jaakkola, “Rationalizing Neural Predictions,” Proceedings of Empirical Methods on Natural Language Processing (EMNLP), 2016.

  • Lei, Tao, Hrishikesh Joshi, Regina Barzilay, Tommi Jaakkola, Kateryna Tymoshenko, Alessandro Moschitti, and Lluis Marquez, “Semi-Supervised Question Retrieval with Gated Convolutions,” Proceedings of the North American Chapter of the Association for Computational Linguistics (NAACL), 2016.

  • Reichart, Roi and Regina Barzilay, “Multi-Event Extraction Guided by Global Constraints,” Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL:HLT), Montreal, Canada, 10 pages, 2012.

  • Branavan, S. R. K.,  Nate Kushman, Tao Lei, and Regina Barzilay, “Learning High-Level Planning from Text,” Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (ACL), Jeju, Republic of Korea, 10 pages, 2012. 

  • Naseem, Tahira and Regina Barzilay, “Using Semantic Cues to Learn Syntax,” Proceedings of the 25th Conference on Artificial Intelligence (AAAI), San Francisco, California, 2011.  

  • Sauper, Christina, Aria Haghighi, and Regina Barzilay, “Content Models with Attitude,” Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics (ACL), Portland, Oregon, 2011.  

  • Benson, Edward, Aria Haghighi, and Regina Barzilay, “Event Discovery in Social Media Feeds,” Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics (ACL), Portland, Oregon, 10 pages, 2011. 

  • Lee, Yoong Keok, Aria Haghighi, and Regina Barzilay, “Simple Type-Level Unsupervised POS Tagging,” Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), Cambridge, Massachusetts, 9 pages, 2010. 

  • Snyder, Benjamin, Tahira Naseem, and Regina Barzilay, “Unsupervised Multilingual Grammar Induction,” Proceedings of the 47th Annual Meeting of the Association for Computational Linguistics (ACL), Singapore, 9 pages, 2009. 

  • Kushman, Nate, Micah Brodsky, S. R. K. Branavan, Dina Katabi, Regina Barzilay, and Martin Rinard, “WikiDo,” Proceedings of the 8th ACM Workshop on Hot Topics in Networks (HotNets-VIII), New York City, New York, 6 pages, 2009.

  • Snyder, Benjamin, Tahira Naseem, Jacob Eisenstein, and Regina Barzilay, “Unsupervised Multilingual Learning for POS Tagging,” Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), Honolulu, Hawaii, pp. 1041-1050, 2008. 

  • Eisenstein, Jacob and Regina Barzilay, “Bayesian Unsupervised Topic Segmentation,” Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), Honolulu, Hawaii, pp. 334-343, 2008.  

  • Eisenstein, Jacob, Regina Barzilay, and Randall Davis, “Discourse Topic and Gestural Form,” Proceedings of the 23rd Conference of the Association for the Advancement of Artificial Intelligence (AAAI), Chicago, Illinois, pp. 836-841, 2008.  

  • Eisenstein, Jacob, Regina Barzilay, and Randall Davis, “Gestural Cohesion for Topic Segmentation,” Proceedings of the 45th Annual Meeting of the Association for Computational Linguistics (ACL), Columbus, Ohio, pp. 852-860, 2008. 

  • Bramsen, Philip, Pawan Deshpande, Yoong Keok Lee, and Regina Barzilay, “Inducing Temporal Graphs,” Proceedings of Conference on Empirical Methods in Natural Language Processing (EMNLP), Sydney, Australia, 10 pages, 2006.

  • Malioutov, Igor and Regina Barzilay, “Minimum Cut Model for Spoken Lecture Segmentation,” Proceedings of Joint Conference of the International Committee on Computational Linguistics and the Association for Computational Linguistics (COLING-ACL), Sydney, Australia, 7 pages, 2006. 

  • Bramsen, Philip and Pawan Deshpande and Yoong Keok Lee and Regina Barzilay, “Finding Temporal Order in Discharge Summaries,” Proceedings of American Medical Information Association (AMIA 2005), Washington, DC, 5 pages, 2006. **

  • Kauchak, David and Regina Barzilay, “Paraphrasing for Automatic Evaluation,” Proceedings of Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics (HLT-NAACL), New York, NY, pp. 455-462, 2006. 

  • Barzilay, Regina and Kathleen McKeown, “Extracting Paraphrases from a Parallel Corpus,” Proceedings of the 39th Annual Meeting of the Association for Computational Linguistics (ACL-EACL 2001), Toulouse, France, pp. 50-57, 2001.

  • Hatzivassiloglou, Vasileios, Judith L. Klavans, Melissa L. Holcombe, Regina Barzilay, Min-Yen Kan, and Kathleen R. McKeown, “Simfinder: A Flexible Clustering Tool for Summarization,” Proceedings of the Workshop on Automatic Summarization, NAACL, Pittsburgh, PA, pp. 41-49, 2001.

  • Holland-Minkley, Amanda M., Regina Barzilay, and Robert Constable, “Verbalization of High-Level Formal Proofs,” Proceedings of the American Association for Artificial Intelligence (AAAI 1999), Orlando, FL, pp. 277-284, 1999.

  • Jing, Hongyan, Regina Barzilay, Kathleen McKeown, and Michael Elhadad, “Summarization Evaluation Methods: Experiments and Analysis,” Proceedings of the American Association for Artificial Intelligence (AAAI) Symposium on Intelligent Text Summarization, Stanford University, CA, pp. 60-68, 1998.

  • Barzilay, Regina, Daryl McCullough, Owen Rambow, Jonathan DeCristofaro, Tanya Korelsky, and Benoit Lavoie, “A New Approach to Expert System Explanations,” Proceedings of the Ninth International Workshop on Natural Language Generation (INLG 1998), Ontario, Canada, pp. 78-87, 1998.

Papers in Refereed Journals

  • Luo, Jiaming, Frederik Hartmann, Enrico Santus, Yuan Cao, and Regina Barzilay, “Deciphering Undersegmented Ancient Scripts Using Phonetic Prior, Transactions of the Association for Computational Linguistics," TACL, 2020.

  • Santus, Enrico, Tal Schuster, Amir M. Tahmasebi, Clara Li, Adam Yala, Conor R. Lanahan, Peter Prinsen, Scott F. Thompson, Samuel Coons, Lance Mynderse, Regina Barzilay, and Kevin Hughes, “Exploiting Rules to Enhance Machine Learning in Extracting Information From Multi-Institutional Prostate Pathology Reports,” JCO Clinical Cancer Informatics, 2020. 

  • Stokes, Jonathan M., Kevin Yang, Kyle Swanson, Wengong Jin, Andres Cubillos-Ruiz, Nina M. Donghia, Craig R. MacNair, Shawn French, Lindsey A. Carfrae, Zohar Bloom-Ackerman, Victoria M. Tran, Anush Chiappino-Pepe, Ahmed H. Badran, Ian W. Andrews, Emma J. Chory, George M. Church, Eric D. Brown, Tommi S. Jaakkola, Regina Barzilay, and James J. Collins, “A Deep Learning Approach to Antibiotic Discovery," Cell, Volume 180, Issue 4, pp. 688-702, 2020.

  • Yang, Kevin, Kyle Swanson, Wengong Jin, Connor Coley, Philipp Eiden, Hua Gao, Angel Guzman-Perez, Timothy Hopper, Brian Kelley, Miriam Mathea, Andrew Palmer, Volker Settels, Tommi Jaakkola, Klavs Jensen, and Regina Barzilay, “Analyzing Learned Molecular Representations for Property Prediction,” Journal of Chemical Information and Modeling, 2019.

  • Yala, Adam, Tal Schuster, Randy Miles, Regina Barzilay, and Constance Lehman, “A Deep Learning Model to Triage Screening Mammograms: A Simulation Study,” Radiology, 2019.

  • Arbour, Kathryn Cecilia, Luu Anh Tuan, Hira Rizvi, Adam Yala, Matthew David Hellmann, and Regina Barzilay, Journal of Clinical Oncology 37, no. 15-suppl (May 20, 2019).

  • Acevedo, Francisco, Victor Diego Armengol, Zhengyi Deng, Rong Tang, Suzanne B. Coopey, Emanuele Mazzola, Conor Lanahan, Danielle Braun, Adam Yala, Regina Barzilay, Clara Li, Enrico Santus, Amy Colwell, Anthony Guidi, Curt Cetrulo, Judy Ellen Garber, Barbara L. Smith, Tari A. King, and Kevin S. Hughes, “Incidental Atypical Hyperplasia/LCIS in Mammoplasty Specimens and Subsequent Risk of Breast Cancer,” Journal of Clinical Oncology 37, no. 15-suppl (May 20, 2019).

  • Yala, Adam, Regina Barzilay, Laura Salama, Molly Griffin, Grace Sollender, Aditya Bardia, Constance Lehman, Julliette M Buckley, Suzanne B Coopey, Fernanda Polubriaginof, Judy E Garber, Barbara L Smith, Michele A Gadd, Michelle C Specht, Thomas M Gudewicz, Anthony Guidi, Alphonse Taghian, Kevin S Hughes, "Using Machine Learning to Parse Breast Pathology Reports", Breast Cancer Research and Treatment, 2016.

Papers Archive

2021

  • Schuster, Tal, Adam Fisch, Tommi Jaakkola, and Regina Barzilay, "Consistent Accelerated Inference via Confident Adaptive Transformers," accepted to 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP).

2020

  • Fisch, Adam, Kenton Lee, MIng-Wei Chang, Jonathan H. Clark, and Regina Barzilay, "CapWAP: Captioning with a Purpose," Proceedings of Empirical Methods in Natural Language Processing (EMNLP), 2020.

  • Shen, Tianxiao, Victor Quach, Regina Barzilay, Tommi Jaakkola, "Blank Language Models," Proceedings of Empirical Methods in Natural Language Processing (EMNLP), 2020.

  • Tuan, Luu Anh, Darsh J. Shah, and Regina Barzilay, “Capturing Greater Context for Question Generation,” Thirty-Fourth Conference of the Association for the Advancement of Artificial Intelligence (AAAI), 2020.

  • Santus, Enrico, Tal Schuster, Amir M. Tahmasebi, Clara Li, Adam Yala, Conor R. Lanahan, Peter Prinsen, Scott F. Thompson, Samuel Coons, Lance Mynderse, Regina Barzilay, and Kevin Hughes, “Exploiting Rules to Enhance Machine Learning in Extracting Information From Multi-Institutional Prostate Pathology Reports,” JCO Clinical Cancer Informatics, 2020. 

  • Stokes, Jonathan M., Kevin Yang, Kyle Swanson, Wengong Jin, Andres Cubillos-Ruiz, Nina M. Donghia, Craig R. MacNair, Shawn French, Lindsey A. Carfrae, Zohar Bloom-Ackerman, Victoria M. Tran, Anush Chiappino-Pepe, Ahmed H. Badran, Ian W. Andrews, Emma J. Chory, George M. Church, Eric D. Brown, Tommi S. Jaakkola, Regina Barzilay, and James J. Collins, “A Deep Learning Approach to Antibiotic Discovery," Cell, Volume 180, Issue 4, pp. 688-702, 2020.

2019

  • Schuster, Tal, Darsh J. Shah, Yun Jie Serene Yeo, Daniel Filizzola, Enrico Santus, and Regina Barzilay, “Towards Debiasing Fact Verification Models,” Proceedings of Empirical Methods in Natural Language Processing (EMNLP), 2019.

 

  • Yan, Susu, Enrico Santus, Adam Yala, Leonard Wee, Jason Kim, Santiago A. Lozano-Calderon, Joseph H. Schwab, Regina Barzilay, Kevin S. Hughes, and Karen De Amorim Bernstein, “Using Deep Learning Algorithm to Extract Tumour Information from Pathology and Surgical Notes of Chondrosarcoma Patients,” Proceedings of the International Conference on the Use of Computers in Radiation Therapy and the International Conference on Monte Carlo Techniques for Medical Applications (ICCR-MCMA), 2019.

  • Yang, Kevin, Kyle Swanson, Wengong Jin, Connor Coley, Philipp Eiden, Hua Gao, Angel Guzman-Perez, Timothy Hopper, Brian Kelley, Miriam Mathea, Andrew Palmer, Volker Settels, Tommi Jaakkola, Klavs Jensen, and Regina Barzilay, “Analyzing Learned Molecular Representations for Property Prediction,” Journal of Chemical Information and Modeling, 2019.

  • Yala, Adam, Tal Schuster, Randy Miles, Regina Barzilay, and Constance Lehman, “A Deep Learning Model to Triage Screening Mammograms: A Simulation Study,” Radiology, 2019.

  • Arbour, Kathryn Cecilia, Luu Anh Tuan, Hira Rizvi, Adam Yala, Matthew David Hellmann, and Regina Barzilay, Journal of Clinical Oncology 37, no. 15-suppl (May 20, 2019).

  • Acevedo, Francisco, Victor Diego Armengol, Zhengyi Deng, Rong Tang, Suzanne B. Coopey, Emanuele Mazzola, Conor Lanahan, Danielle Braun, Adam Yala, Regina Barzilay, Clara Li, Enrico Santus, Amy Colwell, Anthony Guidi, Curt Cetrulo, Judy Ellen Garber, Barbara L. Smith, Tari A. King, and Kevin S. Hughes, “Incidental Atypical Hyperplasia/LCIS in Mammoplasty Specimens and Subsequent Risk of Breast Cancer,” Journal of Clinical Oncology 37, no. 15-suppl (May 20, 2019).

2018

2017

2016

  • Lei, Tao, Regina Barzilay, and Tommi Jaakkola, “Rationalizing Neural Predictions,” Proceedings of Empirical Methods on Natural Language Processing (EMNLP), 2016.

  • Lei, Tao, Hrishikesh Joshi, Regina Barzilay, Tommi Jaakkola, Kateryna Tymoshenko, Alessandro Moschitti, and Lluis Marquez, “Semi-Supervised Question Retrieval with Gated Convolutions,” Proceedings of the North American Chapter of the Association for Computational Linguistics (NAACL), 2016.

  • Yala, Adam, Regina Barzilay, Laura Salama, Molly Griffin, Grace Sollender, Aditya Bardia, Constance Lehman, Julliette M Buckley, Suzanne B Coopey, Fernanda Polubriaginof, Judy E Garber, Barbara L Smith, Michele A Gadd, Michelle C Specht, Thomas M Gudewicz, Anthony Guidi, Alphonse Taghian, Kevin S Hughes, "Using Machine Learning to Parse Breast Pathology Reports", Breast Cancer Research and Treatment, 2016.

2015

2014

2013

2012

  • Reichart, Roi and Regina Barzilay, “Multi-Event Extraction Guided by Global Constraints,” Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL:HLT), Montreal, Canada, 10 pages, 2012.

  • Branavan, S. R. K.,  Nate Kushman, Tao Lei, and Regina Barzilay, “Learning High-Level Planning from Text,” Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (ACL), Jeju, Republic of Korea, 10 pages, 2012. 

2011

  • Naseem, Tahira and Regina Barzilay, “Using Semantic Cues to Learn Syntax,” Proceedings of the 25th Conference on Artificial Intelligence (AAAI), San Francisco, California, 2011.  

  • Branavan, S. R. K., David Silver, and Regina Barzilay, “Non-Linear Monte-Carlo Search in Civilization II,” Proceedings of the 22nd International Joint Conference on Artificial Intelligence (IJCAI), Barcelona, Spain, 7 pages, 2011. 

  • Lee, Yoong Keok, Aria Haghighi, and Regina Barzilay, “Modeling Syntactic Context Improves Morphological Segmentation,” Proceedings of the 15th Conference on Computational Natural Language Learning (CoNLL), Portland, Oregon, 2011. 

  • Sauper, Christina, Aria Haghighi, and Regina Barzilay, “Content Models with Attitude,” Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics (ACL), Portland, Oregon, 2011.  

  • Chen, Harr, Edward Benson, Tahira Naseem, and Regina Barzilay, “In-domain Relation Discovery with Meta-constraints via Posterior Regularization,” Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics (ACL), Portland, Oregon, 11 pages, 2011.  

  • Branavan, S. R. K., David Silver, and Regina Barzilay, “Learning to Win by Reading Manuals in a Monte-Carlo Framework,” Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics (ACL), Portland, Oregon, 10 pages, 2011. 

  • Benson, Edward, Aria Haghighi, and Regina Barzilay, “Event Discovery in Social Media Feeds,” Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics (ACL), Portland, Oregon, 10 pages, 2011. 

2010

  • Polifroni, Joseph, Stephanie Seneff, S. R. K. Branavan, Chao Wang, and Regina Barzilay. “Good Grief, I Can Speak It! Preliminary Experiments in Audio Restaurant Reviews,” Proceedings of the IEEE Workshop on Spoken Language Technology (SLT), (Best Paper Award), Berkeley, California, 2010. 

  • Lojun, Sharon L., Christina J. Sauper, Mitchell Medow, William J. Long, Roger G. Mark, and Regina Barzilay, “Investigating Resuscitation Code Assignment in the Intensive Care Unit using Structured and Unstructured Data,” Proceedings of the AMIA 2010 Symposium, Washington, D.C., pp. 467 – 471, 2010. 

  • Sauper, Christina, Aria Haghighi, and Regina Barzilay, “Incorporating Content Structure into Text Analysis Applications,” Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), Cambridge, Massachusetts, 11 pages, 2010. 

  • Naseem, Tahira, Harr Chen, Regina Barzilay, and Mark Johnson, “Using Universal Linguistic Knowledge to Guide Grammar Induction,” Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), Cambridge, Massachusetts, 11 pages, 2010. 

  • Lee, Yoong Keok, Aria Haghighi, and Regina Barzilay, “Simple Type-Level Unsupervised POS Tagging,” Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), Cambridge, Massachusetts, 9 pages, 2010. 

  • Snyder, Benjamin, Regina Barzilay, and Kevin Knight, “A Statistical Model for Lost Language Decipherment,” Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics (ACL), Uppsala, Sweden, 10 pages, 2010. 

  • Branavan, S. R. K., Luke Zettlemoyer, and Regina Barzilay, “Reading Between the Lines: Learning to Map High-level Instructions to Commands,” Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics (ACL), Uppsala, Sweden, 10 pages, 2010.

  • Snyder, Benjamin, and Regina Barzilay, “Climbing the Tower of Babel: Unsupervised Multilingual Learning,” Proceedings of the 27th International Conference on Machine Learning (ICML), Haifa, Israel, 8 pages, 2010.

2009

  • Branavan, S. R. K., Harr Chen, Luke Zettlemoyer, and Regina Barzilay, “Reinforcement Learning for Mapping Instructions to Actions,” Proceedings of the 47th Annual Meeting of the Association for Computational Linguistics (ACL), (Best Paper Award), Singapore, 9 pages, 2009. 

  • Snyder, Benjamin, Tahira Naseem, and Regina Barzilay, “Unsupervised Multilingual Grammar Induction,” Proceedings of the 47th Annual Meeting of the Association for Computational Linguistics (ACL), Singapore, 9 pages, 2009. 

  • Sauper, Christina and Regina Barzilay, “Automatically Generating Wikipedia Articles: A Structure-Aware Approach,” Proceedings of the 47th Annual Meeting of the Association for Computational Linguistics (ACL), Singapore, 9 pages, 2009. 

  • Snyder, Benjamin, Tahira Naseem, Jacob Eisenstein, and Regina Barzilay, “Adding More Languages Improves Unsupervised Multilingual Part-of-Speech Tagging: A Bayesian Non-Parametric Approach,” Proceedings of the Conference of the North American Chapter of the Association of Computational Linguistics (NAACL), Boulder, Colorado, pp. 371-180, 2009. 

  • Chen, Harr, S. R. K. Branavan, Regina Barzilay, and David R. Karger, “Global Models of Document Structure Using Latent Permutations,” Proceedings of the Conference of the North American Chapter of the Association of Computational Linguistics (NAACL), Boulder, Colorado, 9 pages, 2009. 

  • Kushman, Nate, Micah Brodsky, S. R. K. Branavan, Dina Katabi, Regina Barzilay, and Martin Rinard, “WikiDo,” Proceedings of the 8th ACM Workshop on Hot Topics in Networks (HotNets-VIII), New York City, New York, 6 pages, 2009.

  • Naseem, Tahira, Benjamin Snyder, Jacob Eisenstein, and Regina Barzilay, “Multilingual Part-of-Speech Tagging: Two Unsupervised Approaches,” Journal of Artificial Intelligence Research, Volume 36, pp. 341-385, 2009. 

  • Chen, Harr, S. R. K. Branavan, Regina Barzilay, and David Karger, “Content Modeling Using Latent Permutations," Journal of Artificial Intelligence Research, Volume 36, pp. 129-163, 2009. 

  • Branavan, S. R. K., Harr Chen, Jacob Eisenstein, and Regina Barzilay, “Learning Document-Level Semantic Properties from Free-text Annotations,” Journal of Artificial Intelligence Research, Volume 34, pp. 569-603, 2009. 

2008

  • Snyder, Benjamin, Tahira Naseem, Jacob Eisenstein, and Regina Barzilay, “Unsupervised Multilingual Learning for POS Tagging,” Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), Honolulu, Hawaii, pp. 1041-1050, 2008. 

  • Eisenstein, Jacob and Regina Barzilay, “Bayesian Unsupervised Topic Segmentation,” Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), Honolulu, Hawaii, pp. 334-343, 2008.  

  • Eisenstein, Jacob, Regina Barzilay, and Randall Davis, “Discourse Topic and Gestural Form,” Proceedings of the 23rd Conference of the Association for the Advancement of Artificial Intelligence (AAAI), Chicago, Illinois, pp. 836-841, 2008.  

  • Snyder, Benjamin and Regina Barzilay, “Cross-lingual Propagation for Morphological Analysis,” Proceedings of the 23rd Conference of the Association for the Advancement of Artificial Intelligence (AAAI), Chicago, Illinois, pp. 848-854, 2008. 

  • Branavan, S. R. K., Harr Chen, Jacob Eisenstein, and Regina Barzilay, “Learning Document Level Semantic Properties from Free-text Annotations,” Proceedings of the 45th Annual Meeting of the Association for Computational Linguistics (ACL), Columbus, Ohio, pp. 263-271, 2008. 

  • Eisenstein, Jacob, Regina Barzilay, and Randall Davis, “Gestural Cohesion for Topic Segmentation,” Proceedings of the 45th Annual Meeting of the Association for Computational Linguistics (ACL), Columbus, Ohio, pp. 852-860, 2008. 

  • Snyder, Benjamin and Regina Barzilay, “Unsupervised Multilingual Learning for Morphological Segmentation,” Proceedings of the 45th Annual Meeting of the Association for Computational Linguistics (ACL), Columbus, Ohio, pp. 737-745, 2008. 

  • Eisenstein, Jacob, Regina Barzilay, and Randall Davis, “Modeling Gesture Salience as a Hidden Variable for Coreference Resolution and Keyframe Extraction,” Journal of Artificial Intelligence Research, Volume 31, pp. 353-398, 2008. 

  • Barzilay, Regina and Mirella Lapata, “Modeling Local Coherence: An Entity-based Approach,” Computational Linguistics, Volume 34, No. 1: pp. 1-34, March 2008.

2007

  • Chen, Erdong, Benjamin Snyder, and Regina Barzilay, “Online Text Structuring with Hierarchical Ranking,” Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), Prague, Czech Republic, 9 pages, 2007. 

  • Branavan, Pawan Deshpande, and Regina Barzilay, “Generating a Table-of-Contents: A Hierarchical Discriminative Approach,” Proceedings of the 45th Annual Meeting of the Association for Computational Linguistics (ACL), Prague, Czech Republic, pp. 544-551, 2007. 

  • Malioutov, Igor, Alex Park, Regina Barzilay, and James Glass, “Making Sense of Sound: Unsupervised Topic Segmentation over Acoustic Input,” Proceedings of the 45th Annual Meeting of the Association for Computational Linguistics (ACL), Prague, Czech Republic, pp. 504-511, 2007. 

  • Snyder, Benjamin and Regina Barzilay, “Multiple Aspect Ranking using the Good Grief Algorithm,” Proceedings of the Conference of the North American Chapter of the Association of Computational Linguistics (NAACL), Rochester, New York, 8 pages, 2007. 

  • Deshpande, Pawan, Regina Barzilay, and David Karger, “Randomized Decoding for Selection-and-Ordering Problems,” Proceedings of the Conference of the North American Chapter of the Association of Computational Linguistics (NAACL), Rochester, New York, 8 pages, 2007. 

  • Eisenstein, Jacob, Regina Barzilay, and Randall Davis, “Turning Lectures into Comic Books Using Linguistically Salient Gestures,” Proceedings of the 22nd Conference of the Association for the Advancement of Artificial Intelligence (AAAI), Vancouver, British Columbia, 6 pages, 2007. 

  • Snyder, Benjamin and Regina Barzilay, “Database-Text Alignment via Structured Multilabel Classification,” Proceedings of the International Joint Conferences on Artificial Intelligence (IJCAI), Hyderabad, India, 6 pages, 2007. **

  • Glass, James, Timothy J. Hazen, Scott Cyphers, Igor Malioutov, David Huynh, and Regina Barzilay, “Recent Progress in the MIT Spoken Lecture Processing Project,” Proceedings of INTERSPEECH, Antwerp, Belgium, pp. 2553-2556, 2007. 

2006

  • Bramsen, Philip, Pawan Deshpande, Yoong Keok Lee, and Regina Barzilay, “Inducing Temporal Graphs,” Proceedings of Conference on Empirical Methods in Natural Language Processing (EMNLP), Sydney, Australia, 10 pages, 2006.

  • Malioutov, Igor and Regina Barzilay, “Minimum Cut Model for Spoken Lecture Segmentation,” Proceedings of Joint Conference of the International Committee on Computational Linguistics and the Association for Computational Linguistics (COLING-ACL), Sydney, Australia, 7 pages, 2006. 

  • Bramsen, Philip and Pawan Deshpande and Yoong Keok Lee and Regina Barzilay, “Finding Temporal Order in Discharge Summaries,” Proceedings of American Medical Information Association (AMIA 2005), Washington, DC, 5 pages, 2006. **

  • Kauchak, David and Regina Barzilay, “Paraphrasing for Automatic Evaluation,” Proceedings of Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics (HLT-NAACL), New York, NY, pp. 455-462, 2006. 

  • Barzilay, Regina and Mirella Lapata, “Aggregation via Set Partitioning for Natural Language Generation,” Proceedings of Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics (HLT-NAACL), New York, NY, pp. 359-366, 2006.

  • Lacson, Ronilda, Regina Barzilay, and William Long, “Automatic Analysis of Medical Dialogue in the Home Hemodialysis Domain: Structure Induction and Summarization,” Journal of Biomedical Informatics, pp. 541-555, 2006.

2005

  • Barzilay, Regina and Mirella Lapata, “Modeling Local Coherence: An Entity-Based Approach,” Proceedings of the 43rd Association for Computational Linguistics (ACL 2005), Ann Arbor, MI, pp. 141-148, 2005.

  • Lapata, Mirella and Regina Barzilay, “Automatic Evaluation of Text Coherence: Models and Representations,” Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI 2005), Edinburgh, Scotland, pp. 1085-1090, 2005.

  • Barzilay, Regina and Mirella Lapata, “Collective Content Selection for Concept-to-Text Generation,” Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2005), Vancouver, British Columbia, Canada, pp. 331-338, 2005.

  • Lacson, Ronilda and Regina Barzilay, “Automatic Processing of Spoken Dialogue in the Hemodialysis Domain,” Proceedings of American Medical Informatics Association (AMIA 2005), Washington, DC, 5 pages, 2005.

  • Barzilay, Regina and Kathleen McKeown, “Sentence Fusion for Multidocument News Summarization,” Computational Linguistics, Volume 31, pp. 297-328, September 2005.

2004

  • Barzilay, Regina and Lillian Lee, “Catching the Drift: Probabilistic Content Models, with Applications to Generation and Summarization,” Proceedings of the Human Language Technology Conference (HLT-NAACL 2004), (Best Paper Award), Boston, MA, pp. 113-120, 2004.

2003

  • Barzilay, Regina and Noemie Elhadad, “Sentence Alignment for Monolingual Comparable Corpora Alignment,” Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2003), Sapporo, Japan, pp. 25-32, 2003.

  • Barzilay, Regina and Lillian Lee, “Learning to Paraphrase: An Unsupervised Approach Using Multiple-Sequence Alignment,” Proceedings of the Human Language Technology Conference (HLT-NAACL 2003), Edmonton, Canada, pp. 16-23, 2003.

 

2002

  • McKeown, Kathleen R., Regina Barzilay, David Evans, Vasileios Hatzivassiloglou, Judith L. Klavans, Ani Nenkova, Carl Sable, Barry Schiffman, and Sergey Sigelman, “Tracking and Summarizing News on a Daily Basis with Columbia’s Newsblaster,” Proceedings of the Human Language Technology Conference (HLT 2002), San Diego, CA, pp. 280-285, 2002.

  • Barzilay, Regina and Lillian Lee, “Bootstrapping Lexical Choice via Multiple-Sequence Alignment,” Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2002), Philadelphia, PA, pp. 164-171, 2002.

  • Barzilay, Regina, Noemie Elhadad, and Kathleen R. McKeown, “Inferring Strategies for Sentence Ordering in Multidocument Summarization,” Journal of Artificial Intelligence Research (JAIR), Volume 17, pp. 35-55, 2002.

2001

  • Barzilay, Regina and Kathleen McKeown, “Extracting Paraphrases from a Parallel Corpus,” Proceedings of the 39th Annual Meeting of the Association for Computational Linguistics (ACL-EACL 2001), Toulouse, France, pp. 50-57, 2001.

  • Barzilay, Regina, Noemie Elhadad, and Kathleen McKeown, “Sentence Ordering in Multidocument Summarization,” Proceedings of the Human Language Technology Conference (HLT 2001), San Diego, CA, pp. 318-324, 2001.

  • Hatzivassiloglou, Vasileios, Judith L. Klavans, Melissa L. Holcombe, Regina Barzilay, Min-Yen Kan, and Kathleen R. McKeown, “Simfinder: A Flexible Clustering Tool for Summarization,” Proceedings of the Workshop on Automatic Summarization, NAACL, Pittsburgh, PA, pp. 41-49, 2001.

2000

  • Barzilay, Regina, Michael Collins, Julia Hirschberg, and Steve Whittaker, “The Rules Behind Roles: Identifying Speaker Role in Radio Broadcasts,” Proceedings of the Seventeenth National Conference on Artificial Intelligence (AAAI 2000), Austin, Texas, pp. 679-684, 2000.

1999

  • Barzilay, Regina, Kathleen McKeown, and Michael Elhadad, “Information Fusion in the Context of Multi-Document Summarization,” Proceedings of the 7th Annual Meeting of the Association for Computational Linguistics (ACL 1999), Maryland, pp. 550-557, 1999.

  • McKeown, Kathleen, Judith Klavans, Vasilis Hatzivassiloglou, Regina Barzilay, and Eleazar Eskin, “Towards Multidocument Summarization by Reformulation: Progress and Prospects,” Proceedings of the American Association for Artificial Intelligence (AAAI 1999), Orlando, FL, pp. 453-460, 1999.

  • Holland-Minkley, Amanda M., Regina Barzilay, and Robert Constable, “Verbalization of High-Level Formal Proofs,” Proceedings of the American Association for Artificial Intelligence (AAAI 1999), Orlando, FL, pp. 277-284, 1999.

1998

  • Jing, Hongyan, Regina Barzilay, Kathleen McKeown, and Michael Elhadad, “Summarization Evaluation Methods: Experiments and Analysis,” Proceedings of the American Association for Artificial Intelligence (AAAI) Symposium on Intelligent Text Summarization, Stanford University, CA, pp. 60-68, 1998.

  • Barzilay, Regina, Daryl McCullough, Owen Rambow, Jonathan DeCristofaro, Tanya Korelsky, and Benoit Lavoie, “A New Approach to Expert System Explanations,” Proceedings of the Ninth International Workshop on Natural Language Generation (INLG 1998), Ontario, Canada, pp. 78-87, 1998.

1997

  • Barzilay, Regina and Michael Elhadad, “Using Lexical Chains for Text Summarization,” Proceedings of the Intelligent Scalable Text Summarization Workshop (ISTS 1997), ACL, Madrid, Spain, pp. 10-17, 1997.