---
title: "Shay B. Cohen — all works — Elamur Research"
description: "All 35 works of Shay B. Cohen in the Elamur Research library, the most cited first: our summaries where we have them, else the original."
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---
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# Shay B. Cohen — all works

35 works · [← Shay B. Cohen](https://md.research.elamur.ai/free/en/authors/shay-b-cohen/)

1. **[Don't Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization](https://md.research.elamur.ai/free/en/papers/narayan-2018-don-t-give-me-details/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Shashi Narayan, Shay B. Cohen, Mirella Lapata*2018 · 2,149 citations*
2. **[Stock Movement Prediction from Tweets and Historical Prices ↗](https://aclanthology.org/P18-1183/) Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Yumo Xu, Shay B. Cohen*2018 · 453 citations*
3. **[Ranking Sentences for Extractive Summarization with Reinforcement Learning](https://md.research.elamur.ai/free/en/papers/narayan-2018-ranking-sentences-extractive-summarization-reinforcement/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Shashi Narayan, Shay B. Cohen, Mirella Lapata*2018 · 290 citations*
4. **[Shared Logistic Normal Distributions for Soft Parameter Tying in Unsupervised Grammar Induction](https://md.research.elamur.ai/free/en/papers/cohen-2009-shared-logistic-normal-distributions-soft/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Shay B. Cohen, Noah A. Smith*2009 · 177 citations*
5. **[Reducing Quantity Hallucinations in Abstractive Summarization](https://md.research.elamur.ai/free/en/papers/zhao-2020-reducing-quantity-hallucinations-abstractive-summarization/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Zheng Zhao, Shay B. Cohen, Bonnie Webber*2020 · 157 citations*
6. **[Privacy-preserving Neural Representations of Text ↗](https://aclanthology.org/D18-1001/) Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yet**Maximin Coavoux, Shashi Narayan, Shay B. Cohen*2018 · 142 citations*
7. **[Split and Rephrase ↗](https://aclanthology.org/D17-1064/) Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing · no summary yet**Shashi Narayan et al.*2017 · 126 citations*
8. **[An Incremental Parser for Abstract Meaning Representation](https://md.research.elamur.ai/free/en/papers/damonte-2017-incremental-parser-abstract-meaning-representation/) [Conference of the European Chapter of the Association for Computational Linguistics (EACL)](https://md.research.elamur.ai/free/en/venues/eacl/)**Marco Damonte, Shay B. Cohen, Giorgio Satta*2017 · 117 citations*
9. **[Cross-Lingual Abstract Meaning Representation Parsing ↗](https://aclanthology.org/N18-1104/) 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 yet**Marco Damonte, Shay B. Cohen*2018 · 116 citations*
10. **[Structural Neural Encoders for AMR-to-text Generation ↗](https://aclanthology.org/N19-1366/) 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 yet**Marco Damonte, Shay B. Cohen*2019 · 112 citations*
11. **[Discourse Representation Structure Parsing ↗](https://aclanthology.org/P18-1040/) Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Jiangming Liu, Shay B. Cohen, Mirella Lapata*2018 · 82 citations*
12. **[Unsupervised Structure Prediction with Non-Parallel Multilingual Guidance](https://md.research.elamur.ai/free/en/papers/cohen-2011-unsupervised-structure-prediction-non-parallel/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Shay B. Cohen, Dipanjan Das, Noah A. Smith*2011 · 62 citations*
13. **[Abstract Meaning Representation for Paraphrase Detection ↗](https://aclanthology.org/N18-1041/) 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 yet**Fuad Issa et al.*2018 · 55 citations*
14. **[Paraphrase Generation from Latent-Variable PCFGs for Semantic Parsing ↗](https://aclanthology.org/W16-6625/) Proceedings of the 9th International Natural Language Generation conference · no summary yet**Shashi Narayan, Siva Reddy, Shay B. Cohen*2016 · 36 citations*
15. **[Discourse Representation Structure Parsing with Recurrent Neural Networks and the Transformer Model ↗](https://aclanthology.org/W19-1203/) Proceedings of the IWCS Shared Task on Semantic Parsing · no summary yet**Jiangming Liu, Shay B. Cohen, Mirella Lapata*2019 · 33 citations*
16. **[Lightweight, Dynamic Graph Convolutional Networks for AMR-to-Text Generation ↗](https://aclanthology.org/2020.emnlp-main.169/) Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yet**Yan Zhang et al.*2020 · 27 citations*
17. **[LeanReasoner: Boosting Complex Logical Reasoning with Lean ↗](https://arxiv.org/abs/2403.13312) arXiv:2403.13312 · no summary yet**Dongwei Jiang, Marcio Fonseca, Shay B. Cohen*2024 · 22 citations*
18. **[The Role of Reentrancies in Abstract Meaning Representation Parsing ↗](https://aclanthology.org/2020.findings-emnlp.199/) Findings of the Association for Computational Linguistics: EMNLP 2020 · no summary yet**Ida Szubert et al.*2020 · 22 citations*
19. **[Whodunnit? Crime Drama as a Case for Natural Language Understanding](https://md.research.elamur.ai/free/en/papers/frermann-2018-whodunnit-crime-drama-as-case/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Lea Frermann, Shay B. Cohen, Mirella Lapata*2018 · 22 citations*
20. **[Encoding Prior Knowledge with Eigenword Embeddings](https://md.research.elamur.ai/free/en/papers/osborne-2016-encoding-prior-knowledge-eigenword-embeddings/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Dominique Osborne, Shashi Narayan, Shay B. Cohen*2016 · 21 citations*
21. **[AMR Parsing is Far from Solved: GrAPES, the Granular AMR Parsing Evaluation Suite](https://md.research.elamur.ai/free/en/papers/groschwitz-2023-amr-parsing-is-far-solved/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/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 ↗](https://aclanthology.org/2021.emnlp-main.714/) Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yet**Chunchuan Lyu, Shay B. Cohen, Ivan Titov*2021 · 20 citations*
23. **[Neuron to Graph: Interpreting Language Model Neurons at Scale ↗](https://arxiv.org/abs/2305.19911) arXiv:2305.19911 · no summary yet**Alex Foote et al.*2023 · 15 citations*
24. **[CoMAT: Chain of Mathematically Annotated Thought Improves Mathematical Reasoning](https://md.research.elamur.ai/free/en/papers/leang-2025-comat-chain-mathematically-annotated-thought/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Joshua Ong Jun Leang, Aryo Pradipta Gema, Shay B. Cohen*2025 · 14 citations*
25. **[Universal Discourse Representation Structure Parsing ↗](https://aclanthology.org/2021.cl-2.15/) Computational Linguistics · no summary yet**Jiangming Liu et al.*2021 · 14 citations*
26. [**Text Generation from Discourse Representation Structures**Jiangming Liu, Shay B. Cohen, Mirella Lapata*Machine translation · 13 citations*](https://md.research.elamur.ai/free/en/papers/liu-2021-text-generation-discourse-representation-structures/)
27. **[Theorem Prover as a Judge for Synthetic Data Generation](https://md.research.elamur.ai/free/en/papers/leang-2025-theorem-prover-as-judge-synthetic/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/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 ↗](https://aclanthology.org/2020.acl-main.416/) Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yet**Jiangming Liu, Shay B. Cohen, Mirella Lapata*2020 · 9 citations*
29. [**A Closer Look into the Robustness of Neural Dependency Parsers Using Better Adversarial Examples**Yuxuan Wang, Wanxiang Che, Ivan Titov, et al.*English · 8 citations*](https://md.research.elamur.ai/free/en/papers/wang-2021-closer-look-into-robustness-neural/)
30. **[Evaluating Automatic Metrics with Incremental Machine Translation Systems ↗](https://aclanthology.org/2024.findings-emnlp.169/) Findings of the Association for Computational Linguistics: EMNLP 2024 · no summary yet**Guojun Wu, Shay B. Cohen, Rico Sennrich*2024 · 3 citations*
31. **[Bottom-Up Unranked Tree-to-Graph Transducers for Translation into Semantic Graphs ↗](https://aclanthology.org/W19-3104/) Proceedings of the 14th International Conference on Finite-State Methods and Natural Language Processing · no summary yet**Johanna Björklund et al.*2019 · 2 citations*
32. **[Can LLMs Compress (and Decompress)? Evaluating Code Understanding and Execution via Invertibility](https://md.research.elamur.ai/free/en/papers/maveli-2026-can-llms-compress-decompress-evaluating/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Nickil Maveli, Antonio Vergari, Shay B Cohen*2026 · 1 citation*
33. **[Tensors over Semirings for Latent-Variable Weighted Logic Programs](https://md.research.elamur.ai/free/en/papers/balkir-2020-tensors-over-semirings-latent-variable/) [International Conference on Parsing Technologies and the IWPT Shared Task on Parsing into Enhanced Universal Dependencies](https://md.research.elamur.ai/free/en/venues/iwpt/)**Esma Balkir, Daniel Gildea, Shay B. Cohen*2020 · 1 citation*
34. **[Can VLMs Predict Future States? Bootstrapping World Models from Inverse Dynamics](https://md.research.elamur.ai/free/en/papers/qiu-2026-can-vlms-predict-future-states/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Yifu Qiu, Yftah Ziser, Anna Korhonen, et al.*2026*
35. **[Thinking in Schemas: Robust Syllogistic Reasoning in LLMs](https://md.research.elamur.ai/free/en/papers/ranaldi-2026-thinking-schemas-robust-syllogistic-reasoning/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Federico Ranaldi, Leonardo Ranaldi, Fabio Massimo Zanzotto, et al.*2026*