← Authors

Regina Barzilay

123 papers · 2001–2025 · 12 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (24) 🌍 Conference Polyglot (12) πŸŒ‰ Interdisciplinary Bridge 🌈 Renaissance Researcher (10) 🐝 Cross-Pollinator (13) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸ—ΊοΈ Taxonomy Completionist (67) 🌟 Keyword Trendsetter Combo (3) 🏠 Conference Loyalist (29) πŸ“› The Namer 🀝 Dynamic Duo (25) πŸ‘‘ Triple Crown πŸ† Keyword Champion πŸ† Grand Slam πŸ—ƒοΈ Keyword Collector (156) πŸ”₯ Unstoppable (25) πŸ’Ž Century Club (123) πŸ“ˆ Trend Setter ⚑ Prolific Year (9)

Conferences

ACL (29) EMNLP (29) NAACL (21) ICLR (14) ICML (9) IJCNLP (6) NIPS (6) AAAI (3) CONLL (3) COLING (1) CVPR (1) EACL (1)

Top co-authors

Tommi Jaakkola (25) Tao Lei (15) Tommi S. Jaakkola (11) yuan zhang (10) Benjamin Snyder (9) Adam Fisch (8) Tal Schuster (8) S.R.K. Branavan (7) Tahira Naseem (7) Amir Globerson (6)

Keywords

graph neural network (5) molecular graph (4) fact verification (4) domain adaptation (3) text generation (3) syntactic transfer (2) cross-lingual parsing (2) molecular conformer (2) molecular generation (2) language model (2) style transfer (2) contrastive learning (2) molecular representation (2) text infilling (2) generative model (2) transfer learning (2) unsupervised learning (2) diffusion model (2) multi-document summarization (2) fever dataset (2)

Papers

Identifying biological perturbation targets through causal differential networks ICML 2025
Composing Unbalanced Flows for Flexible Docking and Relaxation ICLR 2025
Conformal Language Modeling ICLR 2024
Improving protein optimization with smoothed fitness landscapes ICLR 2024
CLIPZyme: Reaction-Conditioned Virtual Screening of Enzymes ICML 2024
Generative Flows on Discrete State-Spaces: Enabling Multimodal Flows with Applications to Protein Co-Design ICML 2024
Deep Confident Steps to New Pockets: Strategies for Docking Generalization ICLR 2024
Particle Guidance: non-I.I.D. Diverse Sampling with Diffusion Models ICLR 2024
Dirichlet Flow Matching with Applications to DNA Sequence Design ICML 2024
Harmonic Self-Conditioned Flow Matching for joint Multi-Ligand Docking and Binding Site Design ICML 2024
Efficiently Controlling Multiple Risks with Pareto Testing ICLR 2023
DiffDock: Diffusion Steps, Twists, and Turns for Molecular Docking ICLR 2023
Predictive Chemistry Augmented with Text Retrieval EMNLP 2023
Diffusion Probabilistic Modeling of Protein Backbones in 3D for the motif-scaffolding problem ICLR 2023
SE(3) diffusion model with application to protein backbone generation ICML 2023
Crystal Diffusion Variational Autoencoder for Periodic Material Generation ICLR 2022
Independent SE(3)-Equivariant Models for End-to-End Rigid Protein Docking ICLR 2022
Iterative Refinement Graph Neural Network for Antibody Sequence-Structure Co-design ICLR 2022
Torsional Diffusion for Molecular Conformer Generation NIPS 2022
Consistent Accelerated Inference via Confident Adaptive Transformers EMNLP 2021
Learning Graph Models for Retrosynthesis Prediction NIPS 2021
GeoMol: Torsional Geometric Generation of Molecular 3D Conformer Ensembles NIPS 2021
Nutri-bullets: Summarizing Health Studies by Composing Segments AAAI 2021
Nutri-bullets Hybrid: Consensual Multi-document Summarization NAACL 2021
Get Your Vitamin C! Robust Fact Verification with Contrastive Evidence NAACL 2021
Predict then Interpolate: A Simple Algorithm to Learn Stable Classifiers ICML 2021
Efficient Conformal Prediction via Cascaded Inference with Expanded Admission ICLR 2021
Mol2Image: Improved Conditional Flow Models for Molecule to Image Synthesis CVPR 2021
Automatic Fact-Guided Sentence Modification AAAI 2020
Blank Language Models EMNLP 2020
Few-shot Text Classification with Distributional Signatures ICLR 2020
CapWAP: Image Captioning with a Purpose EMNLP 2020
Capturing Greater Context for Question Generation AAAI 2020
Neural Decipherment via Minimum-Cost Flow: From Ugaritic to Linear B ACL 2019
Generative Models for Graph-Based Protein Design NIPS 2019
Working Hard or Hardly Working: Challenges of Integrating Typology into Neural Dependency Parsers IJCNLP 2019
Learning Multimodal Graph-to-Graph Translation for Molecule Optimization ICLR 2019
Working Hard or Hardly Working: Challenges of Integrating Typology into Neural Dependency Parsers EMNLP 2019
GraphIE: A Graph-Based Framework for Information Extraction NAACL 2019
Cross-Lingual Alignment of Contextual Word Embeddings, with Applications to Zero-shot Dependency Parsing NAACL 2019
Inferring Which Medical Treatments Work from Reports of Clinical Trials NAACL 2019
Towards Debiasing Fact Verification Models IJCNLP 2019
Towards Debiasing Fact Verification Models EMNLP 2019
Junction Tree Variational Autoencoder for Molecular Graph Generation ICML 2018
Multi-Source Domain Adaptation with Mixture of Experts EMNLP 2018
Deriving Machine Attention from Human Rationales EMNLP 2018
Style Transfer from Non-Parallel Text by Cross-Alignment NIPS 2017
Predicting Organic Reaction Outcomes with Weisfeiler-Lehman Network NIPS 2017
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) ACL 2017
Deriving Neural Architectures from Sequence and Graph Kernels ICML 2017
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) ACL 2017
Rationalizing Neural Predictions EMNLP 2016
Neural Generation of Regular Expressions from Natural Language with Minimal Domain Knowledge EMNLP 2016
Learning to refine text based recommendations EMNLP 2016
Improving Information Extraction by Acquiring External Evidence with Reinforcement Learning EMNLP 2016
Making Dependency Labeling Simple, Fast and Accurate NAACL 2016
Semi-supervised Question Retrieval with Gated Convolutions NAACL 2016
Ten Pairs to Tag – Multilingual POS Tagging via Coarse Mapping between Embeddings NAACL 2016
Randomized Greedy Inference for Joint Segmentation, POS Tagging and Dependency Parsing NAACL 2015
Language Understanding for Text-based Games using Deep Reinforcement Learning EMNLP 2015
Machine Comprehension with Discourse Relations IJCNLP 2015
Molding CNNs for text: non-linear, non-consecutive convolutions EMNLP 2015
Hierarchical Low-Rank Tensors for Multilingual Transfer Parsing EMNLP 2015
Machine Comprehension with Discourse Relations ACL 2015
High-Order Low-Rank Tensors for Semantic Role Labeling NAACL 2015
Steps to Excellence: Simple Inference with Refined Scoring of Dependency Trees ACL 2014
Greed is Good if Randomized: New Inference for Dependency Parsing EMNLP 2014
Morphological Segmentation for Keyword Spotting EMNLP 2014
Low-Rank Tensors for Scoring Dependency Structures ACL 2014
Learning to Automatically Solve Algebra Word Problems ACL 2014
Using Semantic Unification to Generate Regular Expressions from Natural Language NAACL 2013
Transfer Learning for Constituency-Based Grammars ACL 2013
From Natural Language Specifications to Program Input Parsers ACL 2013
Learning to Map into a Universal POS Tagset CONLL 2012
Learning to Map into a Universal POS Tagset EMNLP 2012
Multi-Event Extraction Guided by Global Constraints NAACL 2012
Selective Sharing for Multilingual Dependency Parsing ACL 2012
Learning High-Level Planning from Text ACL 2012
Unsupervised Morphology Rivals Supervised Morphology for Arabic MT ACL 2012
Learning to Behave by Reading EACL 2012
Modeling Syntactic Context Improves Morphological Segmentation CONLL 2011
In-domain Relation Discovery with Meta-constraints via Posterior Regularization ACL 2011
Event Discovery in Social Media Feeds ACL 2011
Content Models with Attitude ACL 2011
Learning to Win by Reading Manuals in a Monte-Carlo Framework ACL 2011
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing EMNLP 2011
Incorporating Content Structure into Text Analysis Applications EMNLP 2010
Simple Type-Level Unsupervised POS Tagging EMNLP 2010
A Statistical Model for Lost Language Decipherment ACL 2010
Using Universal Linguistic Knowledge to Guide Grammar Induction EMNLP 2010
Reading between the Lines: Learning to Map High-Level Instructions to Commands ACL 2010
Unsupervised Multilingual Grammar Induction IJCNLP 2009
Reinforcement Learning for Mapping Instructions to Actions IJCNLP 2009
Adding More Languages Improves Unsupervised Multilingual Part-of-Speech Tagging: a Bayesian Non-Parametric Approach NAACL 2009
Automatically Generating Wikipedia Articles: A Structure-Aware Approach IJCNLP 2009
Automatically Generating Wikipedia Articles: A Structure-Aware Approach ACL 2009
Reinforcement Learning for Mapping Instructions to Actions ACL 2009
Unsupervised Multilingual Grammar Induction ACL 2009
Global Models of Document Structure using Latent Permutations NAACL 2009
Bayesian Unsupervised Topic Segmentation EMNLP 2008
Gestural Cohesion for Topic Segmentation ACL 2008
Unsupervised Multilingual Learning for POS Tagging EMNLP 2008
Unsupervised Multilingual Learning for Morphological Segmentation ACL 2008
Learning Document-Level Semantic Properties from Free-Text Annotations ACL 2008
Making Sense of Sound: Unsupervised Topic Segmentation over Acoustic Input ACL 2007
Generating a Table-of-Contents ACL 2007
Incremental Text Structuring with Online Hierarchical Ranking CONLL 2007
Multiple Aspect Ranking Using the Good Grief Algorithm NAACL 2007
Randomized Decoding for Selection-and-Ordering Problems NAACL 2007
Incremental Text Structuring with Online Hierarchical Ranking EMNLP 2007
Aggregation via Set Partitioning for Natural Language Generation NAACL 2006
Minimum Cut Model for Spoken Lecture Segmentation ACL 2006
Minimum Cut Model for Spoken Lecture Segmentation COLING 2006
Inducing Temporal Graphs EMNLP 2006
Paraphrasing for Automatic Evaluation NAACL 2006
Collective Content Selection for Concept-to-Text Generation EMNLP 2005
Modeling Local Coherence: An Entity-Based Approach ACL 2005
Catching the Drift: Probabilistic Content Models, with Applications to Generation and Summarization NAACL 2004
Columbia’s Newsblaster: New Features and Future Directions NAACL 2003
Learning to Paraphrase: An Unsupervised Approach Using Multiple-Sequence Alignment NAACL 2003
Sentence Alignment for Monolingual Comparable Corpora EMNLP 2003
Bootstrapping Lexical Choice via Multiple-Sequence Alignment EMNLP 2002
Extracting Paraphrases from a Parallel Corpus ACL 2001