🧑‍🔬 Arman Cohan — all works

52 works · ← Arman Cohan

1. Longformer: The Long-Document TransformerarXiv:2004.05150Iz Beltagy, Matthew E. Peters, Arman Cohan2020 · 3,880 citations
2. SciBERT: A Pretrained Language Model for Scientific TextConference on Empirical Methods in Natural Language Processing (EMNLP)Iz Beltagy, Kyle Lo, Arman Cohan2019 · 3,582 citations
3. A Discourse-Aware Attention Model for Abstractive Summarization of Long DocumentsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Arman Cohan, Franck Dernoncourt, Doo Soon Kim, et al.2018 · 1,026 citations
4. Fact or Fiction: Verifying Scientific ClaimsConference on Empirical Methods in Natural Language Processing (EMNLP)David Wadden, Shanchuan Lin, Kyle Lo, et al.2020 · 709 citations
5. SPECTER: Document-level Representation Learning using Citation-informed TransformersAnnual Meeting of the Association for Computational Linguistics (ACL)Arman Cohan, Sergey Feldman, Iz Beltagy, et al.2020 · 697 citations
6. OLMo: Accelerating the Science of Language Models ↗Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetDirk Groeneveld et al.2024 · 429 citations
7. Depression and Self-Harm Risk Assessment in Online ForumsConference on Empirical Methods in Natural Language Processing (EMNLP)Andrew Yates, Arman Cohan, Nazli Goharian2017 · 404 citations
8. A Dataset of Information-Seeking Questions and Answers Anchored in Research PapersConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Pradeep Dasigi, Kyle Lo, Iz Beltagy, et al.2021 · 384 citations
9. Structural Scaffolds for Citation Intent Classification in Scientific PublicationsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Arman Cohan, Waleed Ammar, Madeleine van Zuylen, et al.2019 · 289 citations
10. TLDR: Extreme Summarization of Scientific DocumentsFindings of the Association for Computational LinguisticsIsabel Cachola, Kyle Lo, Arman Cohan, et al.2020 · 262 citations
11. MedAgents: Large Language Models as Collaborators for Zero-shot Medical ReasoningFindings of the Association for Computational LinguisticsXiangru Tang, Anni Zou, Zhuosheng Zhang, et al.2024 · 246 citations
12. PRIMERA: Pyramid-based Masked Sentence Pre-training for Multi-document SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL)Wen Xiao, Iz Beltagy, Giuseppe Carenini, et al.2022 · 205 citations
13. Pretrained Language Models for Sequential Sentence Classification ↗Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yetArman Cohan et al.2019 · 172 citations
14. Investigating Data Contamination in Modern Benchmarks for Large Language ModelsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Chunyuan Deng, Yilun Zhao, Xiangru Tang, et al.2024 · 137 citations
15. SciRepEval: A Multi-Format Benchmark for Scientific Document Representations ↗Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing · no summary yetAmanpreet Singh et al.2023 · 128 citations
16. The Semantic Scholar Open Data Platform ↗arXiv (Cornell University) · no summary yetRodney Kinney et al.2023 · 126 citations
17. LongEval: Guidelines for Human Evaluation of Faithfulness in Long-form SummarizationConference of the European Chapter of the Association for Computational Linguistics (EACL)Kalpesh Krishna, Erin Bransom, Bailey Kuehl, et al.2023 · 114 citations
18. Scientific Article Summarization Using Citation-Context and Article's Discourse Structure ↗Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing · no summary yetArman Cohan, Nazli Goharian2015 · 112 citations
19. CDLM: Cross-Document Language ModelingFindings of the Association for Computational LinguisticsAvi Caciularu, Arman Cohan, Iz Beltagy, et al.2021 · 106 citations
20. MultiVerS: Improving scientific claim verification with weak supervision and full-document context ↗Findings of the Association for Computational Linguistics: NAACL 2022 · no summary yetDavid Wadden et al.2022 · 98 citations
21. On Learning to Summarize with Large Language Models as ReferencesConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Yixin Liu, Kejian Shi, Katherine He, et al.2024 · 94 citations
22. SciFact-Open: Towards open-domain scientific claim verificationFindings of the Association for Computational LinguisticsDavid Wadden, Kyle Lo, Bailey Kuehl, et al.2022 · 94 citations
23. SMHD: a Large-Scale Resource for Exploring Online Language Usage for Multiple Mental Health ConditionsInternational Conference on Computational Linguistics (COLING)Arman Cohan, Bart Desmet, Andrew Yates, et al.2018 · 89 citations
24. Improving the Generalizability of Depression Detection by Leveraging Clinical Questionnaires ↗Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetThong Nguyen et al.2022 · 74 citations
25. ParsiNLU: A Suite of Language Understanding Challenges for PersianTransactions of the Association for Computational Linguistics (TACL)Daniel Khashabi, Arman Cohan, Siamak Shakeri, et al.2021 · 65 citations
26. Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization ↗arXiv:2311.09184 · no summary yetYixin Liu et al.2023 · 59 citations
27. FollowIR: Evaluating and Teaching Information Retrieval Models to Follow InstructionsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Orion Weller, Benjamin Chang, Sean MacAvaney, et al.2025 · 40 citations
28. NExT: Teaching Large Language Models to Reason about Code Execution ↗arXiv:2404.14662 · no summary yetAnsong Ni et al.2024 · 30 citations
29. LocAgent: Graph-Guided LLM Agents for Code LocalizationAnnual Meeting of the Association for Computational Linguistics (ACL)Zhaoling Chen, Robert Tang, Gangda Deng, et al.2025 · 27 citations
30. A Survey on Evaluation of LLM-based AgentsFindings of the Association for Computational LinguisticsAsaf Yehudai, Lilach Eden, Alan Li, et al.2026 · 21 citations
31. Medical Text Simplification: Optimizing for Readability with Unlikelihood Training and Reranked Beam Search Decoding ↗Findings of the Association for Computational Linguistics: EMNLP 2023 · no summary yetLorenzo Jaime Flores et al.2023 · 18 citations
32. ChemAgent: Self-updating Library in Large Language Models Improves Chemical ReasoningarXiv:2501.06590Xiangru Tang, Tianyu Hu, Muyang Ye, et al.2025 · 15 citations
33. Can LLMs Identify Critical Limitations within Scientific Research? A Systematic Evaluation on AI Research PapersAnnual Meeting of the Association for Computational Linguistics (ACL)Zhijian Xu, Yilun Zhao, Manasi Patwardhan, et al.2025 · 11 citations
34. MDCure: A Scalable Pipeline for Multi-Document Instruction-FollowingAnnual Meeting of the Association for Computational Linguistics (ACL)Gabrielle Kaili-May Liu, Bowen Shi, Avi Caciularu, et al.2025 · 11 citations
35. SciVer: Evaluating Foundation Models for Multimodal Scientific Claim VerificationAnnual Meeting of the Association for Computational Linguistics (ACL)Chengye Wang, Yifei Shen, Zexi Kuang, et al.2025 · 11 citations
36. IRIS: Interactive Research Ideation System for Accelerating Scientific Discovery ↗arXiv:2504.16728 · no summary yetAniketh Garikaparthi et al.2025 · 11 citations
37. Diffusion vs. Autoregressive Language Models: A Text Embedding PerspectiveConference on Empirical Methods in Natural Language Processing (EMNLP)Siyue Zhang, Yilun Zhao, Liyuan Geng, et al.2025 · 10 citations
38. AbGen: Evaluating Large Language Models in Ablation Study Design and Evaluation for Scientific ResearchAnnual Meeting of the Association for Computational Linguistics (ACL)Yilun Zhao, Weiyuan Chen, Zhijian Xu, et al.2025 · 9 citations
39. TESS 2: A Large-Scale Generalist Diffusion Language ModelAnnual Meeting of the Association for Computational Linguistics (ACL)Jaesung Tae, Hamish Ivison, Sachin Kumar, et al.2025 · 9 citations
40. SciRAG: Adaptive, Citation-Aware, and Outline-Guided Retrieval and Synthesis for Scientific LiteratureConference of the European Chapter of the Association for Computational Linguistics (EACL)Hang Ding, Yilun Zhao, Tiansheng Hu, et al.2026 · 7 citations
41. MetaFaith: Faithful Natural Language Uncertainty Expression in LLMsConference on Empirical Methods in Natural Language Processing (EMNLP)Gabrielle Kaili-May Liu, Gal Yona, Avi Caciularu, et al.2025 · 6 citations
42. From Scores to Steps: Diagnosing and Improving LLM Performance in Evidence-Based Medical CalculationsConference on Empirical Methods in Natural Language Processing (EMNLP)Benlu Wang, Iris Xia, Yifan Zhang, et al.2025 · 5 citations
43. Patient-Similarity Cohort Reasoning in Clinical Text-to-SQLConference of the European Chapter of the Association for Computational Linguistics (EACL)Yifei Shen, Yilun Zhao, Justice Ou, et al.2026 · 4 citations
44. AlphaResearch: Accelerating New Algorithm Discovery with Language Models ↗arXiv:2511.08522 · no summary yetZhaojian Yu et al.2025 · 3 citations
45. RbtAct: Rebuttal as Supervision for Actionable Review Feedback GenerationFindings of the Association for Computational LinguisticsSihong Wu, Yiling Ma, Yilun Zhao, et al.2026 · 2 citations
46. Anchor: Branch-Point Data Generation for GUI AgentsAnnual Meeting of the Association for Computational Linguistics (ACL)Jinbiao Wei, Yilun Zhao, Kangqi Ni, et al.2026 · 1 citation
47. Can AI Be a Good Peer Reviewer? A Survey of Peer Review Process, Evaluation, and the FutureAnnual Meeting of the Association for Computational Linguistics (ACL)Sihong Wu, Owen Jiang, Yilun Zhao, et al.2026 · 1 citation
48. CPTCoder: A Reliable LLM System for Medical Procedure Code PredictionAnnual Meeting of the Association for Computational Linguistics (ACL)Benlu Wang, Ziyao Shangguan, Kyle Tegtmeyer, et al.2026 · 1 citation
49. Balancing Memory Pathways: Analyzing and Improving Memory Utilization in Hybrid LMs ↗arXiv (Cornell University) · no summary yetHyunji Lee et al.2026
50. MMSciCode: Real-world Evaluation of Multilingual Multi-Discipline Scientific Research Coding ↗Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetXue Xia et al.2026
51. A Survey of Multimodal Mathematical Reasoning: From Perception, Alignment to Reasoning ↗Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetTianyu Yang et al.2026
52. Rethinking Reasoning-Intensive Retrieval: Evaluating and Advancing Retrievers in Agentic Search Systems ↗Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetYilun Zhao et al.2026

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