Shay B. Cohen

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 135

Top Venues

CoRR

EMNLP

ACL (1)

Trans. Assoc. Comput. Linguistics

Publications

Dongwei Jiang, Marcio Fonseca, Shay B. Cohen
LeanReasoner: Boosting Complex Logical Reasoning with Lean. CoRR (2024)
Marcio Fonseca, Shay B. Cohen
Can Large Language Model Summarizers Adapt to Diverse Scientific Communication Goals? CoRR (2024)
Balint Gyevnar, Cheng Wang, Christopher G. Lucas, Shay B. Cohen, Stefano V. Albrecht
Causal Explanations for Sequential Decision-Making in Multi-Agent Systems. AAMAS (2024)
Ronald Cardenas, Matthias Galle, Shay B. Cohen
On the Trade-off between Redundancy and Cohesiveness in Extractive Summarization. J. Artif. Intell. Res. 80 (2024)
Michelle Lo, Shay B. Cohen, Fazl Barez
Large Language Models Relearn Removed Concepts. CoRR (2024)
Dongwei Jiang, Marcio Fonseca, Shay B. Cohen
LeanReasoner: Boosting Complex Logical Reasoning with Lean. NAACL-HLT (2024)
Clement Neo, Shay B. Cohen, Fazl Barez
Interpreting Context Look-ups in Transformers: Investigating Attention-MLP Interactions. CoRR (2024)
Marcio Fonseca, Shay B. Cohen
Can Large Language Models Follow Concept Annotation Guidelines? A Case Study on Scientific and Financial Domains. ACL (Findings) (2024)
Yifu Qiu, Zheng Zhao, Yftah Ziser, Anna Korhonen, Edoardo Maria Ponti, Shay B. Cohen
Are Large Language Model Temporally Grounded? NAACL-HLT (2024)
Linus Ericsson, Miguel Espinosa, Chenhongyi Yang, Antreas Antoniou, Amos J. Storkey, Shay B. Cohen, Steven McDonagh, Elliot J. Crowley
einspace: Searching for Neural Architectures from Fundamental Operations. CoRR (2024)
Guojun Wu, Shay B. Cohen, Rico Sennrich
Evaluating Automatic Metrics with Incremental Machine Translation Systems. CoRR (2024)
Yifu Qiu, Zheng Zhao, Yftah Ziser, Anna Korhonen, Edoardo M. Ponti, Shay B. Cohen
Spectral Editing of Activations for Large Language Model Alignment. CoRR (2024)
Ronald Cardenas, Matthias Galle, Shay B. Cohen
`Keep it Together': Enforcing Cohesion in Extractive Summaries by Simulating Human Memory. CoRR (2024)
Michelle Lo, Fazl Barez, Shay B. Cohen
Large Language Models Relearn Removed Concepts. ACL (Findings) (2024)
Manuj Malik, Zheng Zhao, Marcio Fonseca, Shrisha Rao, Shay B. Cohen
CivilSum: A Dataset for Abstractive Summarization of Indian Court Decisions. SIGIR (2024)
Marcio Fonseca, Shay B. Cohen
Can Large Language Model Summarizers Adapt to Diverse Scientific Communication Goals? ACL (Findings) (2024)
Yifu Qiu, Yftah Ziser, Anna Korhonen, Edoardo Maria Ponti, Shay B. Cohen
Detecting and Mitigating Hallucinations in Multilingual Summarisation. EMNLP (2023)
Weixian Waylon Li, Yftah Ziser, Maximin Coavoux, Shay B. Cohen
BERT Is Not The Count: Learning to Match Mathematical Statements with Proofs. EACL (2023)
Yftah Ziser, Bonnie Webber, Shay B. Cohen
Rant or rave: variation over time in the language of online reviews. Lang. Resour. Evaluation 57 (3) (2023)
Zheng Zhao, Yftah Ziser, Bonnie Webber, Shay B. Cohen
A Joint Matrix Factorization Analysis of Multilingual Representations. EMNLP (Findings) (2023)
Jonas Groschwitz, Shay B. Cohen, Lucia Donatelli, Meaghan Fowlie
AMR Parsing is Far from Solved: GrAPES, the Granular AMR Parsing Evaluation Suite. CoRR (2023)
Balint Gyevnar, Cheng Wang, Christopher G. Lucas, Shay B. Cohen, Stefano V. Albrecht
Causal Social Explanations for Stochastic Sequential Multi-Agent Decision-Making. CoRR (2023)
Paul Darm, Antonio Valerio Miceli Barone, Shay B. Cohen, Annalisa Riccardi
Knowledge Base Question Answering for Space Debris Queries. CoRR (2023)
Antonio Valerio Miceli Barone, Fazl Barez, Ioannis Konstas, Shay B. Cohen
The Larger They Are, the Harder They Fail: Language Models do not Recognize Identifier Swaps in Python. CoRR (2023)
Shun Shao, Yftah Ziser, Shay B. Cohen
Erasure of Unaligned Attributes from Neural Representations. Trans. Assoc. Comput. Linguistics 11 (2023)
Ashok Urlana, Pinzhen Chen, Zheng Zhao, Shay B. Cohen, Manish Shrivastava, Barry Haddow
PMIndiaSum: Multilingual and Cross-lingual Headline Summarization for Languages in India. EMNLP (Findings) (2023)
Ashok Urlana, Pinzhen Chen, Zheng Zhao, Shay B. Cohen, Manish Shrivastava, Barry Haddow
PMIndiaSum: Multilingual and Cross-lingual Headline Summarization for Languages in India. CoRR (2023)
Antonio Valerio Miceli Barone, Fazl Barez, Shay B. Cohen, Ioannis Konstas
The Larger they are, the Harder they Fail: Language Models do not Recognize Identifier Swaps in Python. ACL (Findings) (2023)
Shun Shao, Yftah Ziser, Shay B. Cohen
Erasure of Unaligned Attributes from Neural Representations. CoRR (2023)
Shun Shao, Yftah Ziser, Shay B. Cohen
Gold Doesn't Always Glitter: Spectral Removal of Linear and Nonlinear Guarded Attribute Information. EACL (2023)
Yifu Qiu, Yftah Ziser, Anna Korhonen, Edoardo M. Ponti, Shay B. Cohen
Detecting and Mitigating Hallucinations in Multilingual Summarisation. CoRR (2023)
Yifu Qiu, Varun Embar, Shay B. Cohen, Benjamin Han
Think While You Write: Hypothesis Verification Promotes Faithful Knowledge-to-Text Generation. CoRR (2023)
Matt Grenander, Shay B. Cohen, Mark Steedman
Sentence-Incremental Neural Coreference Resolution. CoRR (2023)
Weixian Waylon Li, Yftah Ziser, Maximin Coavoux, Shay B. Cohen
BERT is not The Count: Learning to Match Mathematical Statements with Proofs. CoRR (2023)
Zheng Zhao, Yftah Ziser, Bonnie Webber, Shay B. Cohen
A Joint Matrix Factorization Analysis of Multilingual Representations. CoRR (2023)
Paul Darm, Antonio Valerio Miceli Barone, Shay B. Cohen, Annalisa Riccardi
DISCOSQA: A Knowledge Base Question Answering System for Space Debris based on Program Induction. ACL (industry) (2023)
Marcio Fonseca, Shay B. Cohen
Can Large Language Models Follow Concept Annotation Guidelines? A Case Study on Scientific and Financial Domains. CoRR (2023)
Yifu Qiu, Zheng Zhao, Yftah Ziser, Anna Korhonen, Edoardo M. Ponti, Shay B. Cohen
Are Large Language Models Temporally Grounded? CoRR (2023)
Yifu Qiu, Shay B. Cohen
Abstractive Summarization Guided by Latent Hierarchical Document Structure. EMNLP (2022)
Marcio Fonseca, Yftah Ziser, Shay B. Cohen
Factorizing Content and Budget Decisions in Abstractive Summarization of Long Documents by Sampling Summary Views. CoRR (2022)
Matt Grenander, Shay B. Cohen, Mark Steedman
Sentence-Incremental Neural Coreference Resolution. EMNLP (2022)
Zhunxuan Wang, Linyun He, Chunchuan Lyu, Shay B. Cohen
Nonparametric Learning of Two-Layer ReLU Residual Units. Trans. Mach. Learn. Res. 2022 (2022)
Zheng Zhao, Yftah Ziser, Shay B. Cohen
Understanding Domain Learning in Language Models Through Subpopulation Analysis. BlackboxNLP@EMNLP (2022)
Zheng Zhao, Yftah Ziser, Shay B. Cohen
Understanding Domain Learning in Language Models Through Subpopulation Analysis. CoRR (2022)
Balint Gyevnar, Massimiliano Tamborski, Cheng Wang, Christopher G. Lucas, Shay B. Cohen, Stefano V. Albrecht
A Human-Centric Method for Generating Causal Explanations in Natural Language for Autonomous Vehicle Motion Planning. CoRR (2022)
Nickil Maveli, Shay B. Cohen
Co-training an Unsupervised Constituency Parser with Weak Supervision. ACL (Findings) (2022)
Shun Shao, Yftah Ziser, Shay B. Cohen
Gold Doesn't Always Glitter: Spectral Removal of Linear and Nonlinear Guarded Attribute Information. CoRR (2022)
Yifu Qiu, Shay B. Cohen
Abstractive Summarization Guided by Latent Hierarchical Document Structure. CoRR (2022)
Ronald Cardenas, Matthias Galle, Shay B. Cohen
On the Trade-off between Redundancy and Local Coherence in Summarization. CoRR (2022)
Marcio Fonseca, Yftah Ziser, Shay B. Cohen
Factorizing Content and Budget Decisions in Abstractive Summarization of Long Documents. EMNLP (2022)
Ronald Cardenas, Matthias Galle, Shay B. Cohen
Unsupervised Extractive Summarization by Human Memory Simulation. CoRR (2021)
Chunchuan Lyu, Shay B. Cohen, Ivan Titov
A Differentiable Relaxation of Graph Segmentation and Alignment for AMR Parsing. EMNLP (1) (2021)
Maximin Coavoux, Shay B. Cohen
Learning to Match Mathematical Statements with Proofs. CoRR (2021)
Milos Stanojevic, Shay B. Cohen
A Root of a Problem: Optimizing Single-Root Dependency Parsing. EMNLP (1) (2021)
Yuxuan Wang, Wanxiang Che, Ivan Titov, Shay B. Cohen, Zhilin Lei, Ting Liu
A Closer Look into the Robustness of Neural Dependency Parsers Using Better Adversarial Examples. ACL/IJCNLP (Findings) (2021)
Jiangming Liu, Shay B. Cohen, Mirella Lapata
Text Generation from Discourse Representation Structures. NAACL-HLT (2021)
Mohammad Javad Hosseini, Shay B. Cohen, Mark Johnson, Mark Steedman
Open-Domain Contextual Link Prediction and its Complementarity with Entailment Graphs. EMNLP (Findings) (2021)
Nikos Papasarantopoulos, Shay B. Cohen
Narration Generation for Cartoon Videos. CoRR (2021)
Johanna Björklund, Shay B. Cohen, Frank Drewes, Giorgio Satta
Bottom-up unranked tree-to-graph transducers for translation into semantic graphs. Theor. Comput. Sci. 870 (2021)
Nickil Maveli, Shay B. Cohen
Co-training an Unsupervised Constituency Parser with Weak Supervision. CoRR (2021)
Jiangming Liu, Shay B. Cohen, Mirella Lapata, Johan Bos
Universal Discourse Representation Structure Parsing. Comput. Linguistics 47 (2) (2021)
Gabriel Gordon-Hall, Philip John Gorinski, Shay B. Cohen
Learning Dialog Policies from Weak Demonstrations. ACL (2020)
Zhifeng Hu, Serhii Havrylov, Ivan Titov, Shay B. Cohen
Obfuscation for Privacy-preserving Syntactic Parsing. IWPT 2020 (2020)
Zheng Zhao, Shay B. Cohen, Bonnie Webber
Reducing the Frequency of Hallucinated Quantities in Abstractive Summaries. EMNLP (Findings) (2020)
Esma Balkir, Daniel Gildea, Shay B. Cohen
Tensors over Semirings for Latent-Variable Weighted Logic Programs. CoRR (2020)
Jiangming Liu, Matt Gardner, Shay B. Cohen, Mirella Lapata
Multi-Step Inference for Reasoning Over Paragraphs. EMNLP (1) (2020)
Jiangming Liu, Shay B. Cohen, Mirella Lapata
Dscorer: A Fast Evaluation Metric for Discourse Representation Structure Parsing. ACL (2020)
Or Honovich, Lucas Torroba Hennigen, Omri Abend, Shay B. Cohen
Machine Reading of Historical Events. ACL (2020)
Zhijiang Guo, Guoshun Nan, Wei Lu, Shay B. Cohen
Learning Latent Forests for Medical Relation Extraction. IJCAI (2020)
Zheng Zhao, Shay B. Cohen, Bonnie Webber
Reducing Quantity Hallucinations in Abstractive Summarization. CoRR (2020)
Yan Zhang, Zhijiang Guo, Zhiyang Teng, Wei Lu, Shay B. Cohen, Zuozhu Liu, Lidong Bing
Lightweight, Dynamic Graph Convolutional Networks for AMR-to-Text Generation. EMNLP (1) (2020)
Yi Ren, Shangmin Guo, Matthieu Labeau, Shay B. Cohen, Simon Kirby
Compositional languages emerge in a neural iterated learning model. ICLR (2020)
Esma Balkir, Daniel Gildea, Shay B. Cohen
Tensors over Semirings for Latent-Variable Weighted Logic Programs. IWPT 2020 (2020)
Gabriel Gordon-Hall, Philip John Gorinski, Shay B. Cohen
Learning Dialog Policies from Weak Demonstrations. CoRR (2020)
Chunchuan Lyu, Shay B. Cohen, Ivan Titov
A Differentiable Relaxation of Graph Segmentation and Alignment for AMR Parsing. CoRR (2020)
Yan Zhang, Zhijiang Guo, Zhiyang Teng, Wei Lu, Shay B. Cohen, Zuozhu Liu, Lidong Bing
Lightweight, Dynamic Graph Convolutional Networks for AMR-to-Text Generation. CoRR (2020)
Yi Ren, Shangmin Guo, Matthieu Labeau, Shay B. Cohen, Simon Kirby
Compositional Languages Emerge in a Neural Iterated Learning Model. CoRR (2020)
Yuan He, Shay B. Cohen
English-to-Chinese Transliteration with Phonetic Auxiliary Task. AACL/IJCNLP (2020)
Marco Damonte, Ida Szubert, Shay B. Cohen, Mark Steedman
The Role of Reentrancies in Abstract Meaning Representation Parsing. EMNLP (Findings) (2020)
Zhunxuan Wang, Linyun He, Chunchuan Lyu, Shay B. Cohen
Learning Two-Layer Residual Networks with Nonparametric Function Estimation by Convex Programming. CoRR (2020)
Afonso Mendes, Shashi Narayan, Sebastião Miranda, Zita Marinho, André F. T. Martins, Shay B. Cohen
Jointly Extracting and Compressing Documents with Summary State Representations. CoRR (2019)
Marco Damonte, Shay B. Cohen
Structural Neural Encoders for AMR-to-text Generation. NAACL-HLT (1) (2019)
Maximin Coavoux, Shay B. Cohen
Discontinuous Constituency Parsing with a Stack-Free Transition System and a Dynamic Oracle. NAACL-HLT (1) (2019)
John Torr, Milos Stanojevic, Mark Steedman, Shay B. Cohen
Wide-Coverage Neural A* Parsing for Minimalist Grammars. ACL (1) (2019)
Afonso Mendes, Shashi Narayan, Sebastião Miranda, Zita Marinho, André F. T. Martins, Shay B. Cohen
Jointly Extracting and Compressing Documents with Summary State Representations. NAACL-HLT (1) (2019)
Chunchuan Lyu, Shay B. Cohen, Ivan Titov
Semantic Role Labeling with Iterative Structure Refinement. EMNLP/IJCNLP (1) (2019)
Chunchuan Lyu, Shay B. Cohen, Ivan Titov
Semantic Role Labeling with Iterative Structure Refinement. CoRR (2019)
Maximin Coavoux, Shay B. Cohen
Discontinuous Constituency Parsing with a Stack-Free Transition System and a Dynamic Oracle. CoRR (2019)
Maximin Coavoux, Benoît Crabbé, Shay B. Cohen
Unlexicalized Transition-based Discontinuous Constituency Parsing. Trans. Assoc. Comput. Linguistics 7 (2019)
Shashi Narayan, Shay B. Cohen, Mirella Lapata
What is this Article about? Extreme Summarization with Topic-aware Convolutional Neural Networks. CoRR (2019)
Matthieu Labeau, Shay B. Cohen
Experimenting with Power Divergences for Language Modeling. EMNLP/IJCNLP (1) (2019)
Shashi Narayan, Shay B. Cohen, Mirella Lapata
What is this Article about? Extreme Summarization with Topic-aware Convolutional Neural Networks. J. Artif. Intell. Res. 66 (2019)
Marco Damonte, Shay B. Cohen
Structural Neural Encoders for AMR-to-text Generation. CoRR (2019)
Jiangming Liu, Shay B. Cohen, Mirella Lapata
Discourse Representation Parsing for Sentences and Documents. ACL (1) (2019)
Mohammad Javad Hosseini, Shay B. Cohen, Mark Johnson, Mark Steedman
Duality of Link Prediction and Entailment Graph Induction. ACL (1) (2019)
Johanna Björklund, Shay B. Cohen, Frank Drewes, Giorgio Satta
Bottom-Up Unranked Tree-to-Graph Transducers for Translation into Semantic Graphs. FSMNLP (2019)
Maximin Coavoux, Benoît Crabbé, Shay B. Cohen
Unlexicalized Transition-based Discontinuous Constituency Parsing. CoRR (2019)
Nikos Papasarantopoulos, Lea Frermann, Mirella Lapata, Shay B. Cohen
Partners in Crime: Multi-view Sequential Inference for Movie Understanding. EMNLP/IJCNLP (1) (2019)
Zhifeng Hu, Serhii Havrylov, Ivan Titov, Shay B. Cohen
Obfuscation for Privacy-preserving Syntactic Parsing. CoRR (2019)
Yumo Xu, Shay B. Cohen
Stock Movement Prediction from Tweets and Historical Prices. ACL (1) (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Shay B. Cohen