🧑‍🔬 Shay B. Cohen — all works

35 works · ← Shay B. Cohen

1. Don't Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP)Shashi Narayan, Shay B. Cohen, Mirella Lapata2018 · 2,149 citations
2. Stock Movement Prediction from Tweets and Historical Prices ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetYumo Xu, Shay B. Cohen2018 · 453 citations
3. Ranking Sentences for Extractive Summarization with Reinforcement LearningConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Shashi Narayan, Shay B. Cohen, Mirella Lapata2018 · 290 citations
4. Shared Logistic Normal Distributions for Soft Parameter Tying in Unsupervised Grammar InductionConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Shay B. Cohen, Noah A. Smith2009 · 177 citations
5. Reducing Quantity Hallucinations in Abstractive SummarizationFindings of the Association for Computational LinguisticsZheng Zhao, Shay B. Cohen, Bonnie Webber2020 · 157 citations
6. Privacy-preserving Neural Representations of Text ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetMaximin Coavoux, Shashi Narayan, Shay B. Cohen2018 · 142 citations
7. Split and Rephrase ↗Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing · no summary yetShashi Narayan et al.2017 · 126 citations
8. An Incremental Parser for Abstract Meaning RepresentationConference of the European Chapter of the Association for Computational Linguistics (EACL)Marco Damonte, Shay B. Cohen, Giorgio Satta2017 · 117 citations
9. Cross-Lingual Abstract Meaning Representation Parsing ↗Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers) · no summary yetMarco Damonte, Shay B. Cohen2018 · 116 citations
10. Structural Neural Encoders for AMR-to-text Generation ↗Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers) · no summary yetMarco Damonte, Shay B. Cohen2019 · 112 citations
11. Discourse Representation Structure Parsing ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetJiangming Liu, Shay B. Cohen, Mirella Lapata2018 · 82 citations
12. Unsupervised Structure Prediction with Non-Parallel Multilingual GuidanceConference on Empirical Methods in Natural Language Processing (EMNLP)Shay B. Cohen, Dipanjan Das, Noah A. Smith2011 · 62 citations
13. Abstract Meaning Representation for Paraphrase Detection ↗Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers) · no summary yetFuad Issa et al.2018 · 55 citations
14. Paraphrase Generation from Latent-Variable PCFGs for Semantic Parsing ↗Proceedings of the 9th International Natural Language Generation conference · no summary yetShashi Narayan, Siva Reddy, Shay B. Cohen2016 · 36 citations
15. Discourse Representation Structure Parsing with Recurrent Neural Networks and the Transformer Model ↗Proceedings of the IWCS Shared Task on Semantic Parsing · no summary yetJiangming Liu, Shay B. Cohen, Mirella Lapata2019 · 33 citations
16. Lightweight, Dynamic Graph Convolutional Networks for AMR-to-Text Generation ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetYan Zhang et al.2020 · 27 citations
17. LeanReasoner: Boosting Complex Logical Reasoning with Lean ↗arXiv:2403.13312 · no summary yetDongwei Jiang, Marcio Fonseca, Shay B. Cohen2024 · 22 citations
18. The Role of Reentrancies in Abstract Meaning Representation Parsing ↗Findings of the Association for Computational Linguistics: EMNLP 2020 · no summary yetIda Szubert et al.2020 · 22 citations
19. Whodunnit? Crime Drama as a Case for Natural Language UnderstandingTransactions of the Association for Computational Linguistics (TACL)Lea Frermann, Shay B. Cohen, Mirella Lapata2018 · 22 citations
20. Encoding Prior Knowledge with Eigenword EmbeddingsTransactions of the Association for Computational Linguistics (TACL)Dominique Osborne, Shashi Narayan, Shay B. Cohen2016 · 21 citations
21. AMR Parsing is Far from Solved: GrAPES, the Granular AMR Parsing Evaluation SuiteConference on Empirical Methods in Natural Language Processing (EMNLP)Jonas Groschwitz, Shay B. Cohen, Lucia Donatelli, et al.2023 · 20 citations
22. A Differentiable Relaxation of Graph Segmentation and Alignment for AMR Parsing ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yetChunchuan Lyu, Shay B. Cohen, Ivan Titov2021 · 20 citations
23. Neuron to Graph: Interpreting Language Model Neurons at Scale ↗arXiv:2305.19911 · no summary yetAlex Foote et al.2023 · 15 citations
24. CoMAT: Chain of Mathematically Annotated Thought Improves Mathematical ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP)Joshua Ong Jun Leang, Aryo Pradipta Gema, Shay B. Cohen2025 · 14 citations
25. Universal Discourse Representation Structure Parsing ↗Computational Linguistics · no summary yetJiangming Liu et al.2021 · 14 citations
26. Text Generation from Discourse Representation StructuresJiangming Liu, Shay B. Cohen, Mirella LapataMachine translation · 13 citations
27. Theorem Prover as a Judge for Synthetic Data GenerationAnnual Meeting of the Association for Computational Linguistics (ACL)Joshua Ong Jun Leang, Giwon Hong, Wenda Li, et al.2025 · 9 citations
28. Dscorer: A Fast Evaluation Metric for Discourse Representation Structure Parsing ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetJiangming Liu, Shay B. Cohen, Mirella Lapata2020 · 9 citations
29. A Closer Look into the Robustness of Neural Dependency Parsers Using Better Adversarial ExamplesYuxuan Wang, Wanxiang Che, Ivan Titov, et al.English · 8 citations
30. Evaluating Automatic Metrics with Incremental Machine Translation Systems ↗Findings of the Association for Computational Linguistics: EMNLP 2024 · no summary yetGuojun Wu, Shay B. Cohen, Rico Sennrich2024 · 3 citations
31. Bottom-Up Unranked Tree-to-Graph Transducers for Translation into Semantic Graphs ↗Proceedings of the 14th International Conference on Finite-State Methods and Natural Language Processing · no summary yetJohanna Björklund et al.2019 · 2 citations
32. Can LLMs Compress (and Decompress)? Evaluating Code Understanding and Execution via InvertibilityFindings of the Association for Computational LinguisticsNickil Maveli, Antonio Vergari, Shay B Cohen2026 · 1 citation
33. Tensors over Semirings for Latent-Variable Weighted Logic ProgramsInternational Conference on Parsing Technologies and the IWPT Shared Task on Parsing into Enhanced Universal DependenciesEsma Balkir, Daniel Gildea, Shay B. Cohen2020 · 1 citation
34. Can VLMs Predict Future States? Bootstrapping World Models from Inverse DynamicsFindings of the Association for Computational LinguisticsYifu Qiu, Yftah Ziser, Anna Korhonen, et al.2026
35. Thinking in Schemas: Robust Syllogistic Reasoning in LLMsAnnual Meeting of the Association for Computational Linguistics (ACL)Federico Ranaldi, Leonardo Ranaldi, Fabio Massimo Zanzotto, et al.2026

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