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Shay B. Cohen

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

106

Venues

17

Active years

2005–2026

Best venue rank

A*

Where they publish

Papers

106 indexed papers, newest first.

YearVenueTitleAuthors
2026ACLPiCSAR: Probabilistic Confidence Selection and Ranking for Reasoning Chains.Joshua Ong Jun Leang, Zheng Zhao, Aryo Pradipta Gema, Sohee Yang, Wai-Chung Kwan, Xuanli He, Wenda Li, Pasquale Minervini, Eleonora Giunchiglia, Shay B. Cohen
2026ACLCan LLMs Compress (and Decompress)? Evaluating Code Understanding and Execution via Invertibility.Nickil Maveli, Antonio Vergari, Shay B. Cohen
2026ACLCan VLMs Predict Future States? Bootstrapping World Models from Inverse Dynamics.Yifu Qiu, Yftah Ziser, Anna Korhonen, Shay B. Cohen, Edoardo M. Ponti
2026ACLThinking in Schemas: Robust Syllogistic Reasoning in LLMs.Federico Ranaldi, Leonardo Ranaldi, Fabio Massimo Zanzotto, Shay B. Cohen
2025ACLPersonaLens: A Benchmark for Personalization Evaluation in Conversational AI Assistants.Zheng Zhao, Clara Vania, Subhradeep Kayal, Naila Khan, Shay B. Cohen, Emine Yilmaz
2025ACLTheorem Prover as a Judge for Synthetic Data Generation.Joshua Ong Jun Leang, Giwon Hong, Wenda Li, Shay B. Cohen
2025ACLEliciting In-context Retrieval and Reasoning for Long-context Large Language Models.Yifu Qiu, Varun R. Embar, Yizhe Zhang, Navdeep Jaitly, Shay B. Cohen, Benjamin Han
2025CHIPeople Attribute Purpose to Autonomous Vehicles When Explaining Their Behavior: Insights from Cognitive Science for Explainable AI.Balint Gyevnar, Stephanie Droop, Tadeg Quillien, Shay B. Cohen, Neil R. Bramley, Christopher G. Lucas, Stefano V. Albrecht
2025EMNLPCoMAT: Chain of Mathematically Annotated Thought Improves Mathematical Reasoning.Joshua Ong Jun Leang, Aryo Pradipta Gema, Shay B. Cohen
2025EMNLPIterative Multilingual Spectral Attribute Erasure.Shun Shao, Yftah Ziser, Zheng Zhao, Yifu Qiu, Shay B. Cohen, Anna Korhonen
2025EMNLPOne More Question is Enough, Expert Question Decomposition (EQD) Model for Domain Quantitative Reasoning.Mengyu Wang, Sotirios Sabanis, Miguel de Carvalho, Shay B. Cohen, Tiejun Ma
2025ICLRDEPfold: RNA Secondary Structure Prediction as Dependency Parsing.Ke Wang, Shay B. Cohen
2025ICMLPoisonBench: Assessing Language Model Vulnerability to Poisoned Preference Data.Tingchen Fu, Mrinank Sharma, Philip Torr, Shay B. Cohen, David Krueger, Fazl Barez
2025KDDTSPRank: Bridging Pairwise and Listwise Methods with a Bilinear Travelling Salesman Model.Weixian Waylon Li, Yftah Ziser, Yifei Xie, Shay B. Cohen, Tiejun Ma
2025KDDPre-training Time Series Models with Stock Data Customization.Mengyu Wang, Tiejun Ma, Shay B. Cohen
2025NAACLWhat can Large Language Models Capture about Code Functional Equivalence?Nickil Maveli, Antonio Vergari, Shay B. Cohen
2024ACLCan Large Language Models Follow Concept Annotation Guidelines? A Case Study on Scientific and Financial Domains.Marcio Fonseca, Shay B. Cohen
2024ACLCan Large Language Model Summarizers Adapt to Diverse Scientific Communication Goals?Marcio Fonseca, Shay B. Cohen
2024ACLLarge Language Models Relearn Removed Concepts.Michelle Lo, Fazl Barez, Shay B. Cohen
2024EMNLPLayer by Layer: Uncovering Where Multi-Task Learning Happens in Instruction-Tuned Large Language Models.Zheng Zhao, Yftah Ziser, Shay B. Cohen
2024EMNLPInterpreting Context Look-ups in Transformers: Investigating Attention-MLP Interactions.Clement Neo, Shay B. Cohen, Fazl Barez
2024EMNLPModeling News Interactions and Influence for Financial Market Prediction.Mengyu Wang, Shay B. Cohen, Tiejun Ma
2024EMNLPEvaluating Automatic Metrics with Incremental Machine Translation Systems.Guojun Wu, Shay B. Cohen, Rico Sennrich
2024NAACLLeanReasoner: Boosting Complex Logical Reasoning with Lean.Dongwei Jiang, Marcio Fonseca, Shay B. Cohen
2024NAACLAre Large Language Model Temporally Grounded?Yifu Qiu, Zheng Zhao, Yftah Ziser, Anna Korhonen, Edoardo Maria Ponti, Shay B. Cohen
2024NAACLThink While You Write: Hypothesis Verification Promotes Faithful Knowledge-to-Text Generation.Yifu Qiu, Varun Embar, Shay B. Cohen, Benjamin Han
2024SIGIRCivilSum: A Dataset for Abstractive Summarization of Indian Court Decisions.Manuj Malik, Zheng Zhao, Marcio Fonseca, Shrisha Rao, Shay B. Cohen
2023ACLThe Larger they are, the Harder they Fail: Language Models do not Recognize Identifier Swaps in Python.Antonio Valerio Miceli Barone, Fazl Barez, Shay B. Cohen, Ioannis Konstas
2023ACLDISCOSQA: A Knowledge Base Question Answering System for Space Debris based on Program Induction.Paul Darm, Antonio Valerio Miceli Barone, Shay B. Cohen, Annalisa Riccardi
2023EACLBERT Is Not The Count: Learning to Match Mathematical Statements with Proofs.Weixian Waylon Li, Yftah Ziser, Maximin Coavoux, Shay B. Cohen
2023EACLGold Doesn't Always Glitter: Spectral Removal of Linear and Nonlinear Guarded Attribute Information.Shun Shao, Yftah Ziser, Shay B. Cohen
2023EMNLPA Joint Matrix Factorization Analysis of Multilingual Representations.Zheng Zhao, Yftah Ziser, Bonnie Webber, Shay B. Cohen
2023EMNLPAMR Parsing is Far from Solved: GrAPES, the Granular AMR Parsing Evaluation Suite.Jonas Groschwitz, Shay B. Cohen, Lucia Donatelli, Meaghan Fowlie
2023EMNLPDetecting and Mitigating Hallucinations in Multilingual Summarisation.Yifu Qiu, Yftah Ziser, Anna Korhonen, Edoardo Maria Ponti, Shay B. Cohen
2023EMNLPPMIndiaSum: Multilingual and Cross-lingual Headline Summarization for Languages in India.Ashok Urlana, Pinzhen Chen, Zheng Zhao, Shay B. Cohen, Manish Shrivastava, Barry Haddow
2022ACLCo-training an Unsupervised Constituency Parser with Weak Supervision.Nickil Maveli, Shay B. Cohen
2022EMNLPFactorizing Content and Budget Decisions in Abstractive Summarization of Long Documents.Marcio Fonseca, Yftah Ziser, Shay B. Cohen
2022EMNLPSentence-Incremental Neural Coreference Resolution.Matt Grenander, Shay B. Cohen, Mark Steedman
2022EMNLPAbstractive Summarization Guided by Latent Hierarchical Document Structure.Yifu Qiu, Shay B. Cohen
2021ACLA Closer Look into the Robustness of Neural Dependency Parsers Using Better Adversarial Examples.Yuxuan Wang, Wanxiang Che, Ivan Titov, Shay B. Cohen, Zhilin Lei, Ting Liu
2021EMNLPOpen-Domain Contextual Link Prediction and its Complementarity with Entailment Graphs.Mohammad Javad Hosseini, Shay B. Cohen, Mark Johnson, Mark Steedman
2021EMNLPA Differentiable Relaxation of Graph Segmentation and Alignment for AMR Parsing.Chunchuan Lyu, Shay B. Cohen, Ivan Titov
2021EMNLPA Root of a Problem: Optimizing Single-Root Dependency Parsing.Milos Stanojevic, Shay B. Cohen
2021NAACLText Generation from Discourse Representation Structures.Jiangming Liu, Shay B. Cohen, Mirella Lapata
2020ACLLearning Dialog Policies from Weak Demonstrations.Gabriel Gordon-Hall, Philip John Gorinski, Shay B. Cohen
2020ACLMachine Reading of Historical Events.Or Honovich, Lucas Torroba Hennigen, Omri Abend, Shay B. Cohen
2020ACLDscorer: A Fast Evaluation Metric for Discourse Representation Structure Parsing.Jiangming Liu, Shay B. Cohen, Mirella Lapata
2020EMNLPThe Role of Reentrancies in Abstract Meaning Representation Parsing.Marco Damonte, Ida Szubert, Shay B. Cohen, Mark Steedman
2020EMNLPMulti-Step Inference for Reasoning Over Paragraphs.Jiangming Liu, Matt Gardner, Shay B. Cohen, Mirella Lapata
2020EMNLPLightweight, Dynamic Graph Convolutional Networks for AMR-to-Text Generation.Yan Zhang, Zhijiang Guo, Zhiyang Teng, Wei Lu, Shay B. Cohen, Zuozhu Liu, Lidong Bing
2020EMNLPReducing the Frequency of Hallucinated Quantities in Abstractive Summaries.Zheng Zhao, Shay B. Cohen, Bonnie Webber
2020ICLRCompositional languages emerge in a neural iterated learning model.Yi Ren, Shangmin Guo, Matthieu Labeau, Shay B. Cohen, Simon Kirby
2020IJCAILearning Latent Forests for Medical Relation Extraction.Zhijiang Guo, Guoshun Nan, Wei Lu, Shay B. Cohen
2020IJCNLPEnglish-to-Chinese Transliteration with Phonetic Auxiliary Task.Yuan He, Shay B. Cohen
2019ACLDuality of Link Prediction and Entailment Graph Induction.Mohammad Javad Hosseini, Shay B. Cohen, Mark Johnson, Mark Steedman
2019ACLDiscourse Representation Parsing for Sentences and Documents.Jiangming Liu, Shay B. Cohen, Mirella Lapata
2019ACLWide-Coverage Neural A* Parsing for Minimalist Grammars.John Torr, Milos Stanojevic, Mark Steedman, Shay B. Cohen
2019EMNLPExperimenting with Power Divergences for Language Modeling.Matthieu Labeau, Shay B. Cohen
2019EMNLPSemantic Role Labeling with Iterative Structure Refinement.Chunchuan Lyu, Shay B. Cohen, Ivan Titov
2019EMNLPPartners in Crime: Multi-view Sequential Inference for Movie Understanding.Nikos Papasarantopoulos, Lea Frermann, Mirella Lapata, Shay B. Cohen
2019NAACLDiscontinuous Constituency Parsing with a Stack-Free Transition System and a Dynamic Oracle.Maximin Coavoux, Shay B. Cohen
2019NAACLStructural Neural Encoders for AMR-to-text Generation.Marco Damonte, Shay B. Cohen
2019NAACLJointly Extracting and Compressing Documents with Summary State Representations.Afonso Mendes, Shashi Narayan, Sebastio Miranda, Zita Marinho, Andr F. T. Martins, Shay B. Cohen
2018AAAICanonical Correlation Inference for Mapping Abstract Scenes to Text.Nikos Papasarantopoulos, Helen Jiang, Shay B. Cohen
2018ACLStock Movement Prediction from Tweets and Historical Prices.Yumo Xu, Shay B. Cohen
2018ACLDiscourse Representation Structure Parsing.Jiangming Liu, Shay B. Cohen, Mirella Lapata
2018ACLDocument Modeling with External Attention for Sentence Extraction.Shashi Narayan, Ronald Cardenas, Nikos Papasarantopoulos, Shay B. Cohen, Mirella Lapata, Jiangsheng Yu, Yi Chang
2018COLINGLocal String Transduction as Sequence Labeling.Joana Ribeiro, Shashi Narayan, Shay B. Cohen, Xavier Carreras
2018EMNLPPrivacy-preserving Neural Representations of Text.Maximin Coavoux, Shashi Narayan, Shay B. Cohen
2018EMNLPMultilingual Clustering of Streaming News.Sebastio Miranda, Arturs Znotins, Shay B. Cohen, Guntis Barzdins
2018EMNLPDon't Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization.Shashi Narayan, Shay B. Cohen, Mirella Lapata
2018NAACLCross-Lingual Abstract Meaning Representation Parsing.Marco Damonte, Shay B. Cohen
2018NAACLAbstract Meaning Representation for Paraphrase Detection.Fuad Issa, Marco Damonte, Shay B. Cohen, Xiaohui Yan, Yi Chang
2018NAACLRanking Sentences for Extractive Summarization with Reinforcement Learning.Shashi Narayan, Shay B. Cohen, Mirella Lapata
2017EACLThe SUMMA Platform Prototype.Renars Liepins, Ulrich Germann, Guntis Barzdins, Alexandra Birch, Steve Renals, Susanne Weber, Peggy van der Kreeft, Herv Bourlard, Joo Prieto, Ondrej Klejch, Peter Bell, Alexandros Lazaridis, Afonso Mendes, Sebastian Riedel, Mariana S. C. Almeida, Pedro Balage, Shay B. Cohen, Tomasz Dwojak, Philip N. Garner, Andreas Giefer, Marcin Junczys-Dowmunt, Hina Imran, David Nogueira, Ahmed M. Ali, Sebastio Miranda, Andrei Popescu-Belis, Lesly Miculicich Werlen, Nikos Papasarantopoulos, Abiola Obamuyide, Clive Jones, Fahim Dalvi, Andreas Vlachos, Yang Wang, Sibo Tong, Rico Sennrich, Nikolaos Pappas, Shashi Narayan, Marco Damonte, Nadir Durrani, Sameer Khurana, Ahmed Abdelali, Hassan Sajjad, Stephan Vogel, David Sheppey, Chris Hernon, Jeff Mitchell
2017EACLAn Incremental Parser for Abstract Meaning Representation.Marco Damonte, Shay B. Cohen, Giorgio Satta
2017EMNLPSplit and Rephrase.Shashi Narayan, Claire Gardent, Shay B. Cohen, Anastasia Shimorina
2016ACLOptimizing Spectral Learning for Parsing.Shashi Narayan, Shay B. Cohen
2016AISTATSLow-Rank Approximation of Weighted Tree Automata.Guillaume Rabusseau, Borja Balle, Shay B. Cohen
2016EMNLPSemi-Supervised Learning of Sequence Models with Method of Moments.Zita Marinho, Andr F. T. Martins, Shay B. Cohen, Noah A. Smith
2016INLGParaphrase Generation from Latent-Variable PCFGs for Semantic Parsing.Shashi Narayan, Siva Reddy, Shay B. Cohen
2015CoNLLA Coactive Learning View of Online Structured Prediction in Statistical Machine Translation.Artem Sokolov, Stefan Riezler, Shay B. Cohen
2015EMNLPConversation Trees: A Grammar Model for Topic Structure in Forums.Annie Louis, Shay B. Cohen
2015EMNLPDiversity in Spectral Learning for Natural Language Parsing.Shashi Narayan, Shay B. Cohen
2015ICMLCoactive Learning for Interactive Machine Translation.Artem Sokolov, Stefan Riezler, Shay B. Cohen
2015NAACLLexical Event Ordering with an Edge-Factored Model.Omri Abend, Shay B. Cohen, Mark Steedman
2014ACLLexical Inference over Multi-Word Predicates: A Distributional Approach.Omri Abend, Shay B. Cohen, Mark Steedman
2014ACLA Provably Correct Learning Algorithm for Latent-Variable PCFGs.Shay B. Cohen, Michael Collins
2014ACLSpectral Unsupervised Parsing with Additive Tree Metrics.Ankur P. Parikh, Shay B. Cohen, Eric P. Xing
2014EMNLPLatent-Variable Synchronous CFGs for Hierarchical Translation.Avneesh Saluja, Chris Dyer, Shay B. Cohen
2013ACLThe effect of non-tightness on Bayesian estimation of PCFGs.Shay B. Cohen, Mark Johnson
2013CoNLLSpectral Learning of Refinement HMMs.Karl Stratos, Alexander M. Rush, Shay B. Cohen, Michael Collins
2013NAACLSpectral Learning Algorithms for Natural Language Processing.Shay B. Cohen, Michael Collins, Dean P. Foster, Karl Stratos, Lyle H. Ungar
2013NAACLApproximate PCFG Parsing Using Tensor Decomposition.Shay B. Cohen, Giorgio Satta, Michael Collins
2013NAACLExperiments with Spectral Learning of Latent-Variable PCFGs.Shay B. Cohen, Karl Stratos, Michael Collins, Dean P. Foster, Lyle H. Ungar
2012ACLSpectral Learning of Latent-Variable PCFGs.Shay B. Cohen, Karl Stratos, Michael Collins, Dean P. Foster, Lyle H. Ungar
2011EMNLPUnsupervised Bilingual POS Tagging with Markov Random Fields.Desai Chen, Chris Dyer, Shay B. Cohen, Noah A. Smith
2011EMNLPUnsupervised Structure Prediction with Non-Parallel Multilingual Guidance.Shay B. Cohen, Dipanjan Das, Noah A. Smith
2011EMNLPExact Inference for Generative Probabilistic Non-Projective Dependency Parsing.Shay B. Cohen, Carlos Gmez-Rodrguez, Giorgio Satta
2010ACLViterbi Training for PCFGs: Hardness Results and Competitiveness of Uniform Initialization.Shay B. Cohen, Noah A. Smith
2010NAACLVariational Inference for Adaptor Grammars.Shay B. Cohen, David M. Blei, Noah A. Smith
2009ACLVariational Inference for Grammar Induction with Prior Knowledge.Shay B. Cohen, Noah A. Smith
2009NAACLShared Logistic Normal Distributions for Soft Parameter Tying in Unsupervised Grammar Induction.Shay B. Cohen, Noah A. Smith
2008ICLPDynamic Programming Algorithms as Products of Weighted Logic Programs.Shay B. Cohen, Robert J. Simmons, Noah A. Smith
2007EMNLPJoint Morphological and Syntactic Disambiguation.Shay B. Cohen, Noah A. Smith
2005IJCAIFeature Selection Based on the Shapley Value.Shay B. Cohen, Eytan Ruppin, Gideon Dror