🧑‍🔬 Mohit Iyyer — all works

50 works · ← Mohit Iyyer

1. Deep Contextualized Word RepresentationsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Matthew E. Peters, Mark Neumann, Mohit Iyyer, et al.2018 · 14,944 citations
2. QuAC: Question Answering in ContextConference on Empirical Methods in Natural Language Processing (EMNLP)Eunsol Choi, He He, Mohit Iyyer, et al.2018 · 1,066 citations
3. FActScore: Fine-grained Atomic Evaluation of Factual Precision in Long Form Text GenerationConference on Empirical Methods in Natural Language Processing (EMNLP)Sewon Min, Kalpesh Krishna, Xinxi Lyu, et al.2023 · 987 citations
4. Adversarial Example Generation with Syntactically Controlled Paraphrase NetworksConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Mohit Iyyer, John Wieting, Kevin Gimpel, et al.2018 · 938 citations
5. Deep Unordered Composition Rivals Syntactic Methods for Text ClassificationAnnual Meeting of the Association for Computational Linguistics (ACL)Mohit Iyyer, Varun Manjunatha, Jordan Boyd-Graber, et al.2015 · 926 citations
6. Ask Me Anything: Dynamic Memory Networks for Natural Language ProcessingarXiv:1506.07285Ankit Kumar, Ozan Irsoy, Peter Ondruska, et al.2015 · 801 citations
7. Pathologies of Neural Models Make Interpretations Difficult ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetShi Feng et al.2018 · 380 citations
8. Political Ideology Detection Using Recursive Neural NetworksAnnual Meeting of the Association for Computational Linguistics (ACL)Mohit Iyyer, Peter Enns, Jordan Boyd-Graber, et al.2014 · 370 citations
9. A Neural Network for Factoid Question Answering over Paragraphs ↗Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetMohit Iyyer et al.2014 · 360 citations
10. Reformulating Unsupervised Style Transfer as Paraphrase GenerationKalpesh Krishna, John Wieting, Mohit IyyerMachine translation · 350 citations
11. Search-based Neural Structured Learning for Sequential Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL)Mohit Iyyer, Wen-tau Yih, Ming-Wei Chang2017 · 330 citations
12. Paraphrasing evades detectors of AI-generated text, but retrieval is an effective defenseConference on Neural Information Processing Systems (NeurIPS)Kalpesh Krishna, Yixiao Song, Marzena Karpinska, et al.2023 · 310 citations
13. Hurdles to Progress in Long-form Question AnsweringConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Kalpesh Krishna, Aurko Roy, Mohit Iyyer2021 · 233 citations
14. Feuding Families and Former Friends: Unsupervised Learning for Dynamic Fictional Relationships ↗Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetMohit Iyyer et al.2016 · 211 citations
15. Exploring and Predicting Transferability across NLP TasksConference on Empirical Methods in Natural Language Processing (EMNLP)Tu Vu, Tong Wang, Tsendsuren Munkhdalai, et al.2020 · 198 citations
16. TABBIE: Pretrained Representations of Tabular DataConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Hiroshi Iida, Dung Thai, Varun Manjunatha, et al.2021 · 186 citations
17. TopicGPT: A Prompt-based Topic Modeling FrameworkConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Chau Minh Pham, Alexander Hoyle, Simeng Sun, et al.2024 · 171 citations
18. Large Language Models Effectively Leverage Document-level Context for Literary Translation, but Critical Errors PersistConference on Machine Translation (WMT)Marzena Karpinska, Mohit Iyyer2023 · 156 citations
19. Unsupervised Latent Tree Induction with Deep Inside-Outside Recursive Auto-Encoders ↗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 yetAndrew Drozdov et al.2019 · 142 citations
20. The Perils of Using Mechanical Turk to Evaluate Open-Ended Text Generation ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yetMarzena Karpinska, Nader Akoury, Mohit Iyyer2021 · 138 citations
21. FreshLLMs: Refreshing Large Language Models with Search Engine AugmentationarXiv:2310.03214Tu Vu, Mohit Iyyer, Xuezhi Wang, et al.2023 · 134 citations
22. The Amazing Mysteries of the Gutter: Drawing Inferences Between Panels in Comic Book Narratives ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetMohit Iyyer et al.2017 · 124 citations
23. A Critical Evaluation of Evaluations for Long-form Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL)Fangyuan Xu, Yixiao Song, Mohit Iyyer, et al.2023 · 117 citations
24. 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
25. BooookScore: A systematic exploration of book-length summarization in the era of LLMsarXiv:2310.00785Yapei Chang, Kyle Lo, Tanya Goyal, et al.2023 · 108 citations
26. Do Long-Range Language Models Actually Use Long-Range Context?Conference on Empirical Methods in Natural Language Processing (EMNLP)Simeng Sun, Kalpesh Krishna, Andrew Mattarella-Micke, et al.2021 · 101 citations
27. STORIUM: A Dataset and Evaluation Platform for Machine-in-the-Loop Story Generation ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetNader Akoury et al.2020 · 92 citations
28. Hard-Coded Gaussian Attention for Neural Machine Translation ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetWeiqiu You, Simeng Sun, Mohit Iyyer2020 · 82 citations
29. Phrase-BERT: Improved Phrase Embeddings from BERT with an Application to Corpus Exploration ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yetShufan Wang, Laure Thompson, Mohit Iyyer2021 · 80 citations
30. Syntactically Supervised Transformers for Faster Neural Machine Translation ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetNader Akoury, Kalpesh Krishna, Mohit Iyyer2019 · 77 citations
31. Unsupervised Learning of Evolving Relationships Between Literary Characters ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetSnigdha Chaturvedi, Mohit Iyyer, Hal Daumé2017 · 76 citations
32. FreshLLMs: Refreshing Large Language Models with Search Engine Augmentation ↗Findings of the Association for Computational Linguistics: ACL 2024 · no summary yetTu Vu et al.2024 · 74 citations
33. VeriScore: Evaluating the factuality of verifiable claims in long-form text generationFindings of the Association for Computational LinguisticsYixiao Song, Yekyung Kim, Mohit Iyyer2024 · 72 citations
34. DEMETR: Diagnosing Evaluation Metrics for Translation ↗Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing · no summary yetMarzena Karpinska et al.2022 · 65 citations
35. Learning to Color from Language ↗Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers) · no summary yetVarun Manjunatha et al.2018 · 59 citations
36. STraTA: Self-Training with Task Augmentation for Better Few-shot Learning ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yetTu Vu et al.2021 · 52 citations
37. GEE! Grammar Error Explanation with Large Language Models ↗Findings of the Association for Computational Linguistics: NAACL 2024 · no summary yetYixiao Song et al.2024 · 43 citations
38. SLING: Sino Linguistic Evaluation of Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Yixiao Song, Kalpesh Krishna, Rajesh Bhatt, et al.2022 · 41 citations
39. Removing the Training Wheels: A Coreference Dataset that Entertains Humans and Challenges ComputersConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Anupam Guha, Mohit Iyyer, Danny Bouman, et al.2015 · 39 citations
40. People who frequently use ChatGPT for writing tasks are accurate and robust detectors of AI-generated textAnnual Meeting of the Association for Computational Linguistics (ACL)Jenna Russell, Marzena Karpinska, Mohit Iyyer2025 · 33 citations
41. CaLMQA: Exploring culturally specific long-form question answering across 23 languagesAnnual Meeting of the Association for Computational Linguistics (ACL)Shane Arora, Marzena Karpinska, Hung-Ting Chen, et al.2025 · 27 citations
42. Suri: Multi-constraint Instruction Following in Long-form Text GenerationFindings of the Association for Computational LinguisticsChau Minh Pham, Simeng Sun, Mohit Iyyer2024 · 19 citations
43. Modeling Exemplification in Long-form Question Answering via Retrieval ↗Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetShufan Wang et al.2022 · 12 citations
44. BLEUBERI: BLEU is a surprisingly effective reward for instruction following ↗arXiv:2505.11080 · no summary yetYapei Chang et al.2025 · 11 citations
45. ezCoref: Towards Unifying Annotation Guidelines for Coreference Resolution ↗Findings of the Association for Computational Linguistics: EACL 2023 · no summary yetAnkita Gupta et al.2023 · 10 citations
46. Exploring the impact of low-rank adaptation on the performance, efficiency, and regularization of RLHFarXiv:2309.09055Simeng Sun, Dhawal Gupta, Mohit Iyyer2023 · 9 citations
47. Contextualized Evaluations: Judging Language Model Responses to Underspecified Queries ↗Transactions of the Association for Computational Linguistics · no summary yetChaitanya Malaviya et al.2025 · 8 citations
48. AI use in American newspapers is widespread, uneven, and rarely disclosedAnnual Meeting of the Association for Computational Linguistics (ACL)Jenna Russell, Marzena Karpinska, Destiny Akinode, et al.2026 · 7 citations
49. Frankentext: Stitching random text fragments into long-form narrativesAnnual Meeting of the Association for Computational Linguistics (ACL)Chau Minh Pham, Jenna Russell, Dzung Pham, et al.2026 · 1 citation
50. AnalystBench: Benchmarking professional long-form report generation with web-mined multimodal tasksFindings of the Association for Computational LinguisticsChau Minh Pham, Zichao Wang, Puneet Mathur, et al.2026

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