Regina Barzilay

发表

Making Sense of Sound: Unsupervised Topic Segmentation over Acoustic Input

James R. Glass, Igor Malioutov, Alex Park, 2007, ACL.

Gesture in automatic discourse processing

Regina Barzilay, Jacob Eisenstein, Randall Davis, 2008 .

WikiDo

Micah Z. Brodsky, Regina Barzilay, Dina Katabi, 2009, HotNets.

Minimum Cut Model for Spoken Lecture Segmentation

Igor Malioutov, Regina Barzilay, R. Barzilay, 2006, ACL.

Educating Text Autoencoders: Latent Representation Guidance via Denoising

Regina Barzilay, Tianxiao Shen, Jonas Mueller, 2020, ICML.

Hierarchical Generation of Molecular Graphs using Structural Motifs

Regina Barzilay, Tommi Jaakkola, Wengong Jin, 2020, ICML.

Using Semantic Cues to Learn Syntax

Regina Barzilay, Tahira Naseem, 2011, AAAI.

Sentence Ordering in Multidocument Summarization

Regina Barzilay, Noémie Elhadad, Kathleen McKeown, 2001, HLT.

Paraphrasing for Automatic Evaluation

Regina Barzilay, David Kauchak, R. Barzilay, 2006, NAACL.

Gestural Cohesion for Topic Segmentation

Regina Barzilay, Jacob Eisenstein, Randall Davis, 2008, ACL.

Cross-lingual Propagation for Morphological Analysis

Regina Barzilay, Benjamin Snyder, 2008, AAAI.

Unsupervised Multilingual Grammar Induction

Regina Barzilay, Tahira Naseem, Benjamin Snyder, 2009, ACL.

Few-shot Text Classification with Distributional Signatures pdf

Regina Barzilay, Shiyu Chang, Menghua Wu, 2019, ICLR.

Adding More Languages Improves Unsupervised Multilingual Part-of-Speech Tagging: a Bayesian Non-Parametric Approach

Regina Barzilay, Jacob Eisenstein, Tahira Naseem, 2009, NAACL.

Reinforcement Learning for Mapping Instructions to Actions

Luke S. Zettlemoyer, Regina Barzilay, S. R. K. Branavan, 2009, ACL.

IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence

Mirella Lapata, Regina Barzilay, Mirella Lapata, 2005 .

Inferring Which Medical Treatments Work from Reports of Clinical Trials

Regina Barzilay, Byron C. Wallace, Eric Lehman, 2019, NAACL.

Food Adulteration Detection Using Neural Networks by Youyang Gu

Regina Barzilay, Tommi S. Jaakkola, T. Jaakkola, 2016 .

Denoising Bodies to Titles: Retrieving Similar Questions with Recurrent Convolutional Models pdf

Alessandro Moschitti, Regina Barzilay, Tommi S. Jaakkola, 2015, ArXiv.

Non-Linear Monte-Carlo Search in Civilization II

Regina Barzilay, David Silver, S. R. K. Branavan, 2011, IJCAI.

Inducing Temporal Graphs

Regina Barzilay, Philip Bramsen, Pawan Deshpande, 2006, EMNLP.

Collective Content Selection for Concept-to-Text Generation

Mirella Lapata, Regina Barzilay, Mirella Lapata, 2005, HLT.

Learning Document-Level Semantic Properties from Free-Text Annotations pdf

Regina Barzilay, Jacob Eisenstein, S. R. K. Branavan, 2008, ACL.

Modeling Local Coherence: An Entity-Based Approach

Mirella Lapata, Regina Barzilay, Mirella Lapata, 2005, ACL.

Learning to Make Generalizable and Diverse Predictions for Retrosynthesis pdf

Regina Barzilay, Tommi S. Jaakkola, Tianxiao Shen, 2019, ArXiv.

Using Machine Learning to Parse Breast Pathology Reports

Regina Barzilay, Fernanda Polubriaginof, Kevin S. Hughes, 2016 .

Automatic Processing of Spoken Dialogue in the Home Hemodialysis Domain

Regina Barzilay, Ronilda C. Lacson, R. Barzilay, 2005, AMIA.

MIT CSAIL and Lincoln Laboratory Task Force Report

Robert K. Cunningham, Regina Barzilay, Daniela Rus, 2016 .

Using Machine Learning and Natural Language Processing to Review and Classify the Medical Literature on Cancer Susceptibility Genes

Yan Wang, Regina Barzilay, Kevin S. Hughes, 2019, JCO clinical cancer informatics.

Deep Transfer in Reinforcement Learning by Language Grounding pdf

Regina Barzilay, Tommi S. Jaakkola, Karthik Narasimhan, 2017, ArXiv.

Automatically Generating Wikipedia Articles: A Structure-Aware Approach

Regina Barzilay, Christina Sauper, R. Barzilay, 2009, ACL.

Hierarchical Low-Rank Tensors for Multilingual Transfer Parsing

Regina Barzilay, Yuan Zhang, R. Barzilay, 2015, EMNLP.

Recent progress in the MIT spoken lecture processing project

James R. Glass, Igor Malioutov, Regina Barzilay, 2007, INTERSPEECH.

Multi-Objective Molecule Generation using Interpretable Substructures

Regina Barzilay, Tommi Jaakkola, Wengong Jin, 2020, ICML.

Exploiting Rules to Enhance Machine Learning in Extracting Information From Multi-Institutional Prostate Pathology Reports.

Regina Barzilay, Adam Yala, Enrico Santus, 2020, JCO clinical cancer informatics.

Columbia multi-document summarization : Approach and evaluation

Kathleen R. McKeown, Simone Teufel, Regina Barzilay, 2001 .

Path-Augmented Graph Transformer Network pdf

Regina Barzilay, Tommi Jaakkola, Benson Chen, 2019, ArXiv.

Making Dependency Labeling Simple, Fast and Accurate

Regina Barzilay, Tianxiao Shen, Tao Lei, 2016, HLT-NAACL.

sk_p: a neural program corrector for MOOCs

Armando Solar-Lezama, Regina Barzilay, Karthik Narasimhan, 2016, SPLASH.

Modeling Syntactic Context Improves Morphological Segmentation

Regina Barzilay, Aria Haghighi, Yoong Keok Lee, 2011, CoNLL.

The Columbia Multi-Document Summarizer for DUC 2002

David Evans, Kathleen R. McKeown, Regina Barzilay, 2002 .

Junction Tree Variational Autoencoder for Molecular Graph Generation

Regina Barzilay, Tommi S. Jaakkola, Wengong Jin, 2018, ICML.

Database-Text Alignment via Structured Multilabel Classification

Regina Barzilay, Benjamin Snyder, R. Barzilay, 2007, IJCAI.

Semi-supervised Question Retrieval with Gated Convolutions

Alessandro Moschitti, Regina Barzilay, Tommi S. Jaakkola, 2015, NAACL.

Learning Graph Models for Template-Free Retrosynthesis pdf

Regina Barzilay, Andreas Krause, Connor W. Coley, 2020, ArXiv.

Adaptive Invariance for Molecule Property Prediction pdf

Regina Barzilay, Tommi Jaakkola, Wengong Jin, 2020, ArXiv.

Improved Conditional Flow Models for Molecule to Image Synthesis pdf

Regina Barzilay, Tommi Jaakkola, Wengong Jin, 2020, ArXiv.

Enforcing Predictive Invariance across Structured Biomedical Domains

Regina Barzilay, Tommi Jaakkola, Wengong Jin, 2020 .

Multi-resolution Autoregressive Graph-to-Graph Translation for Molecules pdf

Regina Barzilay, Tommi Jaakkola, Wengong Jin, 2019, ArXiv.

Verbalization of High-Level Formal Proofs

Robert L. Constable, Regina Barzilay, Amanda M. Holland-Minkley, 1999, AAAI/IAAI.

Molding CNNs for text: non-linear, non-consecutive convolutions pdf

Regina Barzilay, Tommi S. Jaakkola, Tao Lei, 2015, EMNLP.

Proceedings of the 43rd Annual Meeting of the Association for Computational Linguistics (ACL'05)

Mirella Lapata, Regina Barzilay, Mirella Lapata, 2005, ACL 2005.

Rationalizing Neural Predictions

Regina Barzilay, Tommi S. Jaakkola, Tao Lei, 2016, EMNLP.

Improving Information Extraction by Acquiring External Evidence with Reinforcement Learning

Regina Barzilay, Karthik Narasimhan, Adam Yala, 2016, EMNLP.

Working Hard or Hardly Working: Challenges of Integrating Typology into Neural Dependency Parsers pdf

Regina Barzilay, Jiang Guo, Adam Fisch, 2019, EMNLP.

Multi-Source Domain Adaptation with Mixture of Experts pdf

Regina Barzilay, Jiang Guo, Darsh J. Shah, 2018, EMNLP.

A Statistical Model for Lost Language Decipherment

Regina Barzilay, Kevin Knight, Benjamin Snyder, 2010, ACL.

Inferring Strategies for Sentence Ordering in Multidocument News Summarization

Regina Barzilay, Noémie Elhadad, Kathleen McKeown, 2002, J. Artif. Intell. Res..

Investigating Resuscitation Code Assignment in the Intensive Care Unit using Structured and Unstructured Data.

Regina Barzilay, Roger G Mark, Sharon L Lojun, 2010, AMIA ... Annual Symposium proceedings. AMIA Symposium.

Summarization Evaluation Methods: Experiments and Analysis

Kathleen R. McKeown, Regina Barzilay, Michael Elhadad, 1998 .

Grammar Induction

Regina Barzilay, R. Barzilay, 2009, Encyclopedia of Database Systems.

Learning to Map into a Universal POS Tagset

Regina Barzilay, Amir Globerson, Roi Reichart, 2012, EMNLP-CoNLL.

Finding Temporal Order in Discharge Summaries

Regina Barzilay, Philip Bramsen, Pawan Deshpande, 2006, AMIA.

GraphIE: A Graph-Based Framework for Information Extraction

Regina Barzilay, Jiang Guo, Enrico Santus, 2018, NAACL.

Learning to Paraphrase: An Unsupervised Approach Using Multiple-Sequence Alignment

Regina Barzilay, Lillian Lee, R. Barzilay, 2003, NAACL.

Do Neural Information Extraction Algorithms Generalize Across Institutions?

Regina Barzilay, Adam Yala, Enrico Santus, 2019, JCO clinical cancer informatics.

Style Transfer from Non-Parallel Text by Cross-Alignment

Regina Barzilay, Tommi S. Jaakkola, Tianxiao Shen, 2017, NIPS.

From Natural Language Specifications to Program Input Parsers

Regina Barzilay, Fan Long, Martin C. Rinard, 2013, ACL.

Low-Rank Tensors for Scoring Dependency Structures

Regina Barzilay, Tommi S. Jaakkola, Yu Xin, 2014, ACL.

6.881 Natural Language Processing, Fall 2004

Regina Barzilay, R. Barzilay, 2004 .

Morphological Segmentation for Keyword Spotting

Regina Barzilay, Richard M. Schwartz, Stavros Tsakalidis, 2014, EMNLP.

Improving Molecular Design by Stochastic Iterative Target Augmentation

Regina Barzilay, Tommi Jaakkola, Wengong Jin, 2020, ICML.

The Rules Behind Roles: Identifying Speaker Role in Radio Broadcasts

Julia Hirschberg, Regina Barzilay, Michael Collins, 2000, AAAI/IAAI.

Proceedings of the Second Workshop on Semantic Interpretation in an Actionable Context

Regina Barzilay, Dan Goldwasser, Dan Roth, 2012 .

An Unsupervised Method for Uncovering Morphological Chains (Open Access, Publisher's Version)

Regina Barzilay, Tommi S. Jaakkola, Karthik Narasimhan, 2015 .

Multi-Event Extraction Guided by Global Constraints

Regina Barzilay, Roi Reichart, R. Barzilay, 2012, NAACL.

Composing Molecules with Multiple Property Constraints pdf

Regina Barzilay, Tommi Jaakkola, Wengong Jin, 2020, ICML 2020.

Using Semantic Unification to Generate Regular Expressions from Natural Language

Regina Barzilay, Nate Kushman, R. Barzilay, 2013, NAACL.

Transfer Learning for Constituency-Based Grammars

Regina Barzilay, Amir Globerson, Yuan Zhang, 2013, ACL.

Randomized Greedy Inference for Joint Segmentation, POS Tagging and Dependency Parsing

Regina Barzilay, Kareem Darwish, Yuan Zhang, 2015, HLT-NAACL.

Multilingual Part-of-Speech Tagging: Two Unsupervised Approaches

Regina Barzilay, Jacob Eisenstein, Tahira Naseem, 2009, J. Artif. Intell. Res..

Are Learned Molecular Representations Ready For Prime Time? pdf

Regina Barzilay, Tommi S. Jaakkola, Wengong Jin, 2019, ArXiv.

Analyzing Learned Molecular Representations for Property Prediction

Regina Barzilay, Tommi Jaakkola, Connor W. Coley, 2019, J. Chem. Inf. Model..

Blank Language Models

Regina Barzilay, Tianxiao Shen, Tommi Jaakkola, 2020, EMNLP.

Lexical Chains for Summarization

Regina Barzilay, R. Barzilay, 1997 .

Deciphering Undersegmented Ancient Scripts Using Phonetic Prior pdf

Regina Barzilay, Enrico Santus, Frederik Hartmann, 2020, TACL.

Using Lexical Chains for Text Summarization

Regina Barzilay, Michael Elhadad, R. Barzilay, 1997 .

SIMFINDER: A Flexible Clustering Tool for Summarization

Kathleen R. McKeown, Regina Barzilay, Vasileios Hatzivassiloglou, 2001 .

AI and Linguistics

Regina Barzilay, 2006 .

Uncertainty Quantification Using Neural Networks for Molecular Property Prediction

Regina Barzilay, Connor W. Coley, Kyle Swanson, 2020, J. Chem. Inf. Model..

Information fusion for multidocument summarization: paraphrasing and generation

Kathleen R. McKeown, Regina Barzilay, R. Barzilay, 2003 .

Modeling Drug Combinations based on Molecular Structures and Biological Targets

Regina Barzilay, Tommi Jaakkola, Wengong Jin, 2020 .

Steps to Excellence: Simple Inference with Refined Scoring of Dependency Trees

Regina Barzilay, Tommi S. Jaakkola, Amir Globerson, 2014, ACL.

High Compression Rate Text Summarization by Satchuthananthavale Rasiah Kuhan Branavan

Regina Barzilay, Jacob Eisenstein, R. Barzilay, 2008 .

Deriving Neural Architectures from Sequence and Graph Kernels pdf

Regina Barzilay, Tommi S. Jaakkola, Wengong Jin, 2017, ICML.

Generative Models for Graph-Based Protein Design

Regina Barzilay, Tommi Jaakkola, Vikas K. Garg, 2019, DGS@ICLR.

Unsupervised Multilingual Learning for Morphological Segmentation

Regina Barzilay, Benjamin Snyder, R. Barzilay, 2008, ACL.

Reading between the lines

Regina Barzilay, Luke Zettlemoyer, S.R.K. Branavan, 2010, Annual Meeting of the Association for Computational Linguistics.

Multiple Aspect Ranking Using the Good Grief Algorithm

Regina Barzilay, Benjamin Snyder, R. Barzilay, 2007, NAACL.

Grounding Language for Transfer in Deep Reinforcement Learning

Regina Barzilay, Tommi S. Jaakkola, Karthik Narasimhan, 2017, J. Artif. Intell. Res..

Selective Sharing for Multilingual Dependency Parsing

Regina Barzilay, Amir Globerson, Tahira Naseem, 2012, ACL.

Greed is Good if Randomized: New Inference for Dependency Parsing

Regina Barzilay, Tommi S. Jaakkola, Tao Lei, 2014, EMNLP.

Learning High-Level Planning from Text

Regina Barzilay, S. R. K. Branavan, Nate Kushman, 2012, ACL.

Columbia’s Newsblaster: New Features and Future Directions

Regina Barzilay, Ani Nenkova, Judith L. Klavans, 2003, NAACL.

Learning to refine text based recommendations

Regina Barzilay, Tommi S. Jaakkola, Tao Lei, 2016, EMNLP.

Reading between the Lines: Learning to Map High-Level Instructions to Commands

Luke S. Zettlemoyer, Regina Barzilay, S. R. K. Branavan, 2010, ACL.

Extracting Paraphrases from a Parallel Corpus

Regina Barzilay, Kathleen McKeown, R. Barzilay, 2001, ACL.

Sentence Fusion for Multidocument News Summarization

Regina Barzilay, Kathleen McKeown, R. Barzilay, 2005, CL.

Denoising Improves Latent Space Geometry in Text Autoencoders

Regina Barzilay, Tommi S. Jaakkola, Tianxiao Shen, 2019 .

Sentence Alignment for Monolingual Comparable Corpora

Regina Barzilay, Noémie Elhadad, R. Barzilay, 2003, EMNLP.

Playing Games with Language in a Monte-Carlo framework

Regina Barzilay, David Silver, Srk Branavan, 2011, Annual Meeting of the Association for Computational Linguistics.

Latent Space Secrets of Denoising Text-Autoencoders pdf

Regina Barzilay, Jonas Mueller, Tianxiao Shen, 2019, ArXiv.

Learning Multimodal Graph-to-Graph Translation for Molecular Optimization pdf

Regina Barzilay, Tommi S. Jaakkola, Wengong Jin, 2018, ICLR.

Convolutional Embedding of Attributed Molecular Graphs for Physical Property Prediction

Regina Barzilay, Connor W. Coley, Klavs F Jensen, 2017, J. Chem. Inf. Model..

Language Understanding for Text-based Games using Deep Reinforcement Learning

Regina Barzilay, Karthik Narasimhan, Tejas D. Kulkarni, 2015, EMNLP.

Incremental Text Structuring with Online Hierarchical Ranking

Regina Barzilay, Erdong Chen, Benjamin Snyder, 2007, EMNLP.

Randomized Decoding for Selection-and-Ordering Problems

David R. Karger, Regina Barzilay, Pawan Deshpande, 2007, HLT-NAACL.

The Three Pillars of Machine-Based Programming pdf

Armando Solar-Lezama, Regina Barzilay, Joshua B. Tenenbaum, 2018, ArXiv.

An Unsupervised Method for Uncovering Morphological Chains

Regina Barzilay, Tommi S. Jaakkola, Karthik Narasimhan, 2015, TACL.

CapWAP: Captioning with a Purpose pdf

Ming-Wei Chang, Regina Barzilay, Kenton Lee, 2020, EMNLP.

Improving Search Quality of the Google Search Appliance

Regina Barzilay, Huy Nguyen, Nikola Jevtic, 2009 .

Machine Comprehension with Discourse Relations

Regina Barzilay, Karthik Narasimhan, R. Barzilay, 2015, ACL.

Prediction of Organic Reaction Outcomes Using Machine Learning

Regina Barzilay, Tommi S. Jaakkola, William H. Green, 2017, ACS central science.

Deriving Machine Attention from Human Rationales pdf

Regina Barzilay, Mo Yu, Shiyu Chang, 2018, EMNLP.

Bootstrapping Lexical Choice via Multiple-Sequence Alignment

Regina Barzilay, Lillian Lee, R. Barzilay, 2002, EMNLP.

Using machine learning to parse breast pathology reports

Regina Barzilay, Barbara L. Smith, Adam Yala, 2016, bioRxiv.

Capturing Greater Context for Question Generation pdf

Regina Barzilay, Luu Anh Tuan, Darsh J. Shah, 2019, AAAI.

Learning to Win by Reading Manuals in a Monte-Carlo Framework

Regina Barzilay, David Silver, S. R. K. Branavan, 2011, ACL.

A New Approach To Expert System Explanations

Regina Barzilay, Owen Rambow, Tanya Korelsky, 1998, INLG.

Climbing the Tower of Babel: Unsupervised Multilingual Learning

Regina Barzilay, Benjamin Snyder, 2010, ICML.

Harvesting Application Information for Industry-Scale Relational Schema Matching

Regina Barzilay, Fadel Adib, Dina Katabi, 2013 .

Using Universal Linguistic Knowledge to Guide Grammar Induction

Mark Johnson, Regina Barzilay, Tahira Naseem, 2010, EMNLP.

Global Models of Document Structure using Latent Permutations

David R. Karger, Regina Barzilay, S. R. K. Branavan, 2009, NAACL.

Towards Multidocument Summarization by Reformulation: Progress and Prospects

Regina Barzilay, Eleazar Eskin, Vasileios Hatzivassiloglou, 1999, AAAI/IAAI.

Predicting Organic Reaction Outcomes with Weisfeiler-Lehman Network

Regina Barzilay, Tommi S. Jaakkola, Wengong Jin, 2017, NIPS.

Towards Debiasing Fact Verification Models pdf

Regina Barzilay, Enrico Santus, Tal Schuster, 2019, EMNLP.

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)

Regina Barzilay, Min-Yen Kan, R. Barzilay, 2017, ACL 2017.

Simple Type-Level Unsupervised POS Tagging

Regina Barzilay, Aria Haghighi, Yoong Keok Lee, 2010, EMNLP.

Discourse Topic and Gestural Form

Regina Barzilay, Jacob Eisenstein, Randall Davis, 2008, AAAI.

Generating a Table-of-Contents

Regina Barzilay, S. R. K. Branavan, Pawan Deshpande, 2007, ACL.

The Limitations of Stylometry for Detecting Machine-Generated Fake News

Regina Barzilay, Roei Schuster, Tal Schuster, 2019, Computational Linguistics.

Machine learning to parse breast pathology reports in Chinese

Regina Barzilay, Kevin Hughes, Rong Tang, 2018, Breast Cancer Research and Treatment.

Are We Safe Yet? The Limitations of Distributional Features for Fake News Detection pdf

Regina Barzilay, Roei Schuster, Tal Schuster, 2019, ArXiv.

CapWAP: Image Captioning with a Purpose

Ming-Wei Chang, Regina Barzilay, Kenton Lee, 2020, EMNLP.

Tracking and summarizing news on a daily basis with Columbia's Newsblaster

David Evans, Kathleen R. McKeown, Regina Barzilay, 2002 .

Unsupervised Morphology Rivals Supervised Morphology for Arabic MT

Regina Barzilay, David Stallard, Yoong Keok Lee, 2012, ACL.

Incorporating Content Structure into Text Analysis Applications

Regina Barzilay, Aria Haghighi, Christina Sauper, 2010, EMNLP.

Good grief, i can speak it! preliminary experiments in audio restaurant reviews

Joseph Polifroni, Stephanie Seneff, Regina Barzilay, 2010, 2010 IEEE Spoken Language Technology Workshop.

Automatic Fact-guided Sentence Modification

Regina Barzilay, Tal Schuster, Darsh J Shah, 2020, AAAI.

Unsupervised Multilingual Learning for POS Tagging

Regina Barzilay, Jacob Eisenstein, Tahira Naseem, 2008, EMNLP.

Modeling Local Coherence: An Entity-Based Approach

Mirella Lapata, Regina Barzilay, 2005, ACL.

Neural Decipherment via Minimum-Cost Flow: from Ugaritic to Linear B

Regina Barzilay, Yuan Cao, Jiaming Luo, 2019, ACL.

Probabilistic Approaches for Modeling Text Structure and their Application to Text-to-Text Generation (Invited Talk)

Regina Barzilay, R. Barzilay, 2009, ENLG.

Automated System for Knowledge-Based Continuous Organic Synthesis: Data-Driven Pathway Design and Validation (Invited Lecture)

Regina Barzilay, Tommi S. Jaakkola, William H. Green, 2018 .

Catching the Drift: Probabilistic Content Models, with Applications to Generation and Summarization

Regina Barzilay, Lillian Lee, R. Barzilay, 2004, NAACL.

Correction to Analyzing Learned Molecular Representations for Property Prediction

Regina Barzilay, Tommi Jaakkola, Connor W. Coley, 2019, J. Chem. Inf. Model..

In-domain Relation Discovery with Meta-constraints via Posterior Regularization

Regina Barzilay, Tahira Naseem, Harr Chen, 2011, ACL.

Bayesian Unsupervised Topic Segmentation

Regina Barzilay, Jacob Eisenstein, R. Barzilay, 2008, EMNLP.

Neural Generation of Regular Expressions from Natural Language with Minimal Domain Knowledge pdf

Regina Barzilay, Nate Kushman, Karthik Narasimhan, 2016, EMNLP.

Cross-Lingual Alignment of Contextual Word Embeddings, with Applications to Zero-shot Dependency Parsing

Regina Barzilay, Amir Globerson, Tal Schuster, 2019, NAACL.

Columbia at the Document Understanding Conference 2003

Kathleen R. McKeown, Regina Barzilay, Ani Nenkova, 2003 .

Learning to Behave by Reading

Regina Barzilay, 2012, EACL.

High-Order Low-Rank Tensors for Semantic Role Labeling

Alessandro Moschitti, Regina Barzilay, Lluís Màrquez i Villodre, 2015, HLT-NAACL.

Integrating Categorization, Clustering, and Summarization for Daily News Browsing

Regina Barzilay, David Evans, Sergey Sigelman, 2003 .

The three pillars of machine programming

Armando Solar-Lezama, Regina Barzilay, Joshua B. Tenenbaum, 2018, MAPL@PLDI.

Representation Learning for Grounded Spatial Reasoning

Regina Barzilay, Karthik Narasimhan, Michaela Jänner, 2017, TACL.

Content Models with Attitude

Regina Barzilay, Aria Haghighi, Christina Sauper, 2011, ACL.

Proceedings of the Main Conference on Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics

Mirella Lapata, Regina Barzilay, Mirella Lapata, 2006 .

Aggregation via Set Partitioning for Natural Language Generation

Mirella Lapata, Regina Barzilay, Mirella Lapata, 2006, NAACL.

Exploring Compositional Architectures and Word Vector Representations for Prepositional Phrase Attachment

Yonatan Belinkov, Regina Barzilay, Amir Globerson, 2014, Transactions of the Association for Computational Linguistics.

Unsupervised Learning of Morphological Forests

Regina Barzilay, Karthik Narasimhan, Jiaming Luo, 2017, Transactions of the Association for Computational Linguistics.

Domain Extrapolation via Regret Minimization pdf

Regina Barzilay, Tommi Jaakkola, Wengong Jin, 2020, ArXiv.

Automatic Evaluation of Text Coherence: Models and Representations

Mirella Lapata, Regina Barzilay, Mirella Lapata, 2005, IJCAI.

Relaxed Conformal Prediction Cascades for Efficient Inference Over Many Labels pdf

Regina Barzilay, Tommi Jaakkola, Tal Schuster, 2020, ArXiv.

Automatic Aggregation by Joint Modeling of Aspects and Values pdf

Regina Barzilay, Christina Sauper, R. Barzilay, 2014, J. Artif. Intell. Res..

Optimal Transport Graph Neural Networks pdf

Regina Barzilay, Tommi Jaakkola, Octavian-Eugen Ganea, 2020, ArXiv.

Event Discovery in Social Media Feeds

Regina Barzilay, Aria Haghighi, Edward Benson, 2011, ACL.

Discovering Synergistic Drug Combinations for COVID with Biological Bottleneck Models pdf

Regina Barzilay, Tommi Jaakkola, Wengong Jin, 2020, ArXiv.

Learning to Automatically Solve Algebra Word Problems

Luke S. Zettlemoyer, Regina Barzilay, Yoav Artzi, 2014, ACL.

Gesture Salience as a Hidden Variable for Coreference Resolution and Keyframe Extraction

Regina Barzilay, Jacob Eisenstein, Randall Davis, 2008, J. Artif. Intell. Res..

Turning Lectures into Comic Books Using Linguistically Salient Gestures

Regina Barzilay, Jacob Eisenstein, Randall Davis, 2007, AAAI.

Information Fusion in the Context of Multi-Document Summarization

Regina Barzilay, Michael Elhadad, Kathleen McKeown, 1999, ACL.

Content Modeling Using Latent Permutations pdf

David R. Karger, Regina Barzilay, S. R. K. Branavan, 2009, J. Artif. Intell. Res..

Iterative Target Augmentation for Effective Conditional Generation

Regina Barzilay, Tommi S. Jaakkola, Wengong Jin, 2019 .

Towards efficient discovery of green synthetic pathways with Monte Carlo tree search and reinforcement learning

Regina Barzilay, Klavs F. Jensen, Connor W. Coley, 2020, Chemical science.

Ten Pairs to Tag – Multilingual POS Tagging via Coarse Mapping between Embeddings

Regina Barzilay, Tommi S. Jaakkola, Yuan Zhang, 2016, NAACL.

Aspect-augmented Adversarial Networks for Domain Adaptation

Regina Barzilay, Tommi S. Jaakkola, Yuan Zhang, 2017, TACL.

Correction to Automated Chemical Reaction Extraction from Scientific Literature

Regina Barzilay, Connor W. Coley, Hanyu Gao, 2021, J. Chem. Inf. Model..

Predict then Interpolate: A Simple Algorithm to Learn Stable Classifiers

Regina Barzilay, Shiyu Chang, Yujia Bao, 2021, ICML.

Deep learning identifies synergistic drug combinations for treating COVID-19

Regina Barzilay, Alexey V Zakharov, Wengong Jin, 2021, Proceedings of the National Academy of Sciences.

GeoMol: Torsional Geometric Generation of Molecular 3D Conformer Ensembles pdf

Regina Barzilay, Tommi S. Jaakkola, William H. Green, 2021, NeurIPS.

Consistent Accelerated Inference via Confident Adaptive Transformers pdf

Regina Barzilay, Tommi Jaakkola, Tal Schuster, 2021, EMNLP.

COVID-19 classification using thermal images: thermal images capability for identifying COVID-19 using traditional machine learning classifiers

Regina Barzilay, Victor Treviño, José G. Tamez-Peña, 2021, BCB.

Nutri-bullets Hybrid: Consensual Multi-document Summarization

Regina Barzilay, Lili Yu, Tao Lei, 2021, NAACL.

NeuraCrypt: Hiding Private Health Data via Random Neural Networks for Public Training pdf

Muriel Medard, Ken R. Duffy, Regina Barzilay, 2021, ArXiv.

Get Your Vitamin C! Robust Fact Verification with Contrastive Evidence pdf

Regina Barzilay, Adam Fisch, Tal Schuster, 2021, NAACL.

Efficient Conformal Prediction via Cascaded Inference with Expanded Admission

Regina Barzilay, Tommi S. Jaakkola, Tal Schuster, 2021, International Conference on Learning Representations.

Generating Related Work pdf

Regina Barzilay, Darsh J. Shah, Darsh J Shah, 2021, ArXiv.

Few-shot Conformal Prediction with Auxiliary Tasks

Regina Barzilay, Tommi Jaakkola, Tal Schuster, 2021, ICML.

Nutri-bullets: Summarizing Health Studies by Composing Segments

Regina Barzilay, Lili Yu, Tao Lei, 2021, AAAI.

Abstract IA-24: Towards robust image based models for cancer risk assessment

Regina Barzilay, Adam Yala, 2021 .

Fragment-based Sequential Translation for Molecular Optimization pdf

Regina Barzilay, Tommi Jaakkola, Xiang Fu, 2021, ArXiv.

Learning Stable Classifiers by Transferring Unstable Features pdf

Regina Barzilay, Shiyu Chang, Yujia Bao, 2021, ArXiv.

Nutribullets Hybrid: Multi-document Health Summarization pdf

Regina Barzilay, Lili Yu, Tao Lei, 2021, ArXiv.

Crystal Diffusion Variational Autoencoder for Periodic Material Generation pdf

Regina Barzilay, Tommi Jaakkola, Octavian-Eugen Ganea, 2021, ArXiv.

Independent SE(3)-Equivariant Models for End-to-End Rigid Protein Docking pdf

Regina Barzilay, Tommi Jaakkola, Octavian-Eugen Ganea, 2021, ArXiv.

Iterative Refinement Graph Neural Network for Antibody Sequence-Structure Co-design pdf

Regina Barzilay, Tommi Jaakkola, Wengong Jin, 2021, ArXiv.

Domain Extrapolation via Regret Minimization pdf

Regina Barzilay, Tommi Jaakkola, Wengong Jin, 2020, ArXiv.

Ordering Circumstantials for Multi-Document Summarization

Regina Barzilay, Michael Elhadad, Kathleen McKeown, 2001 .

INDER : A Flexible Clustering Tool for Summarization

Regina Barzilay, Vasileios Hatzivassiloglou, Min-Yen Kan, .

Validation of a Semiautomated Natural Language Processing-Based Procedure for Meta-Analysis of Cancer Susceptibility Gene Penetrance.

Regina Barzilay, Danielle Braun, Giovanni Parmigiani, 2019, JCO clinical cancer informatics.

Edinburgh Research Explorer Modeling Local Coherence: An Entity-Based Approach

Mirella Lapata, Regina Barzilay, Mirella Lapata, 2005 .

Current and Future Roles of Artificial Intelligence in Medicinal Chemistry Synthesis

Regina Barzilay, Ola Engkvist, Tommi Jaakkola, 2020, Journal of medicinal chemistry.