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Mohit Bansal — all works

406 works · page 1 of 5 · 1–100 · ← Mohit Bansal

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  1. LXMERT: Learning Cross-Modality Encoder Representations from TransformersConference on Empirical Methods in Natural Language Processing (EMNLP)Hao Tan, Mohit Bansal2019 · 2,789 citations
  2. End-to-End Relation Extraction using LSTMs on Sequences and Tree StructuresAnnual Meeting of the Association for Computational Linguistics (ACL)Makoto Miwa, Mohit Bansal2016 · 1,606 citations
  3. Adversarial NLI: A New Benchmark for Natural Language UnderstandingAnnual Meeting of the Association for Computational Linguistics (ACL)Yixin Nie, Adina Williams, Emily Dinan, et al.2020 · 1,296 citations
  4. MAttNet: Modular Attention Network for Referring Expression Comprehension ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetLicheng Yu et al.2018 · 891 citations
  5. Fast Abstractive Summarization with Reinforce-Selected Sentence RewritingAnnual Meeting of the Association for Computational Linguistics (ACL)Yen-Chun Chen, Mohit Bansal2018 · 826 citations
  6. Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context LearningConference on Neural Information Processing Systems (NeurIPS)Haokun Liu, Derek Tam, Mohammed Muqeeth, et al.2022 · 754 citations
  7. TVQA: Localized, Compositional Video Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP)Jie Lei, Licheng Yu, Mohit Bansal, et al.2018 · 687 citations
  8. Less is More: CLIPBERT for Video-and-Language Learning via Sparse Sampling ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetJie Lei et al.2021 · 663 citations
  9. Dynabench: Rethinking Benchmarking in NLP ↗Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetDouwe Kiela et al.2021 · 482 citations
  10. Tailoring Continuous Word Representations for Dependency ParsingAnnual Meeting of the Association for Computational Linguistics (ACL)Mohit Bansal, Kevin Gimpel, Karen Livescu2014 · 419 citations
  11. Combining Fact Extraction and Verification with Neural Semantic Matching Networks ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetYixin Nie, Haonan Chen, Mohit Bansal2019 · 417 citations
  12. From Paraphrase Database to Compositional Paraphrase Model and BackTransactions of the Association for Computational Linguistics (TACL)John Wieting, Mohit Bansal, Kevin Gimpel, et al.2015 · 379 citations
  13. VL-ADAPTER: Parameter-Efficient Transfer Learning for Vision-and-Language Tasks ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetYi-Lin Sung, Jaemin Cho, Mohit Bansal2022 · 369 citations
  14. Learning to Navigate Unseen Environments: Back Translation with Environmental DropoutConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Hao Tan, Licheng Yu, Mohit Bansal2019 · 358 citations
  15. What to talk about and how? Selective Generation using LSTMs with Coarse-to-Fine AlignmentConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Hongyuan Mei, Mohit Bansal, Matthew R. Walter2016 · 353 citations
  16. TIES-Merging: Resolving Interference When Merging ModelsConference on Neural Information Processing Systems (NeurIPS)Prateek Yadav, Derek Tam, Leshem Choshen, et al.2023 · 324 citations
  17. Evaluating Explainable AI: Which Algorithmic Explanations Help Users Predict Model Behavior?Annual Meeting of the Association for Computational Linguistics (ACL)Peter Hase, Mohit Bansal2020 · 318 citations
  18. Unifying Vision-and-Language Tasks via Text Generation ↗arXiv (Cornell University) · no summary yetJaemin Cho et al.2021 · 317 citations
  19. TVR: A Large-Scale Dataset for Video-Subtitle Moment Retrieval ↗Lecture notes in computer science · no summary yetJie Lei et al.2020 · 295 citations
  20. Towards Universal Paraphrastic Sentence EmbeddingsarXiv:1511.08198John Wieting, Mohit Bansal, Kevin Gimpel, et al.2015 · 276 citations
  21. A Joint Speaker-Listener-Reinforcer Model for Referring Expressions ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetLicheng Yu et al.2017 · 269 citations
  22. Multi-Reward Reinforced Summarization with Saliency and EntailmentConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Ramakanth Pasunuru, Mohit Bansal2018 · 255 citations
  23. An Empirical Survey of Data Augmentation for Limited Data Learning in NLPTransactions of the Association for Computational Linguistics (TACL)Jiaao Chen, Derek Tam, Colin Raffel, et al.2023 · 254 citations
  24. Polite Dialogue Generation Without Parallel Data ↗Transactions of the Association for Computational Linguistics · no summary yetTong Niu, Mohit Bansal2018 · 249 citations
  25. Charagram: Embedding Words and Sentences via Character n-gramsConference on Empirical Methods in Natural Language Processing (EMNLP)John Wieting, Mohit Bansal, Kevin Gimpel, et al.2016 · 242 citations
  26. DALL-EVAL: Probing the Reasoning Skills and Social Biases of Text-to-Image Generation Models ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetJaemin Cho, Abhay Zala, Mohit Bansal2023 · 237 citations
  27. TVQA+: Spatio-Temporal Grounding for Video Question Answering ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetJie Lei et al.2020 · 236 citations
  28. Listen, Attend, and Walk: Neural Mapping of Navigational Instructions to Action Sequences ↗arXiv:1506.04089 · no summary yetHongyuan Mei, Mohit Bansal, Matthew R. Walter2015 · 232 citations
  29. Commonsense for Generative Multi-Hop Question Answering TasksConference on Empirical Methods in Natural Language Processing (EMNLP)Lisa Bauer, Yicheng Wang, Mohit Bansal2018 · 229 citations
  30. HoVer: A Dataset for Many-Hop Fact Extraction And Claim VerificationFindings of the Association for Computational LinguisticsYichen Jiang, Shikha Bordia, Zheng Zhong, et al.2020 · 228 citations
  31. What Are You Talking About? Text-to-Image Coreference ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetChen Kong et al.2014 · 227 citations
  32. How Much Can CLIP Benefit Vision-and-Language Tasks? ↗arXiv (Cornell University) · no summary yetSheng Shen et al.2021 · 220 citations
  33. Rethinking machine unlearning for large language models ↗Nature Machine Intelligence · no summary yetSijia Liu et al.2025 · 197 citations
  34. What Can We Learn from Collective Human Opinions on Natural Language Inference Data?Conference on Empirical Methods in Natural Language Processing (EMNLP)Yixin Nie, Xiang Zhou, Mohit Bansal2020 · 196 citations
  35. Revealing the Importance of Semantic Retrieval for Machine Reading at ScaleConference on Empirical Methods in Natural Language Processing (EMNLP)Yixin Nie, Songhe Wang, Mohit Bansal2019 · 190 citations
  36. Improving and Simplifying Pattern Exploiting TrainingConference on Empirical Methods in Natural Language Processing (EMNLP)Derek Tam, Rakesh R. Menon, Mohit Bansal, et al.2021 · 189 citations
  37. Soft Layer-Specific Multi-Task Summarization with Entailment and Question Generation ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetHan Guo, Ramakanth Pasunuru, Mohit Bansal2018 · 188 citations
  38. MART: Memory-Augmented Recurrent Transformer for Coherent Video Paragraph Captioning ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetJie Lei et al.2020 · 187 citations
  39. GrIPS: Gradient-free, Edit-based Instruction Search for Prompting Large Language ModelsConference of the European Chapter of the Association for Computational Linguistics (EACL)Archiki Prasad, Peter Hase, Xiang Zhou, et al.2023 · 184 citations
  40. Who did What: A Large-Scale Person-Centered Cloze DatasetConference on Empirical Methods in Natural Language Processing (EMNLP)Takeshi Onishi, Hai Wang, Mohit Bansal, et al.2016 · 176 citations
  41. Addressing Semantic Drift in Question Generation for Semi-Supervised Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP)Shiyue Zhang, Mohit Bansal2019 · 174 citations
  42. Deep Multilingual Correlation for Improved Word Embeddings ↗Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetAng Lu et al.2015 · 170 citations
  43. Shortcut-Stacked Sentence Encoders for Multi-Domain Inference ↗Proceedings of the 2nd Workshop on Evaluating Vector Space Representations for NLP · no summary yetYixin Nie, Mohit Bansal2017 · 169 citations
  44. Robustness Gym: Unifying the NLP Evaluation Landscape ↗Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Demonstrations · no summary yetKaran Goel et al.2021 · 165 citations
  45. Unifying Vision, Text, and Layout for Universal Document Processing ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetZineng Tang et al.2023 · 162 citations
  46. ReConcile: Round-Table Conference Improves Reasoning via Consensus among Diverse LLMsAnnual Meeting of the Association for Computational Linguistics (ACL)Justin Chen, Swarnadeep Saha, Mohit Bansal2024 · 156 citations
  47. The Role of Context Types and Dimensionality in Learning Word EmbeddingsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Oren Melamud, David McClosky, Siddharth Patwardhan, et al.2016 · 144 citations
  48. Avoiding Reasoning Shortcuts: Adversarial Evaluation, Training, and Model Development for Multi-Hop QAAnnual Meeting of the Association for Computational Linguistics (ACL)Yichen Jiang, Mohit Bansal2019 · 143 citations
  49. Reinforced Video Captioning with Entailment Rewards ↗Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing · no summary yetRamakanth Pasunuru, Mohit Bansal2017 · 139 citations
  50. Analyzing and Mitigating Object Hallucination in Large Vision-Language Models ↗arXiv:2310.00754 · no summary yetYiyang Zhou et al.2023 · 134 citations
  51. Detecting Linguistic Characteristics of Alzheimer's Dementia by Interpreting Neural Models ↗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 yetSweta Karlekar, Tong Niu, Mohit Bansal2018 · 134 citations
  52. Robust Machine Comprehension Models via Adversarial Training ↗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 yetYicheng Wang, Mohit Bansal2018 · 132 citations
  53. Multi-Task Video Captioning with Video and Entailment Generation ↗Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetRamakanth Pasunuru, Mohit Bansal2017 · 132 citations
  54. Leakage-Adjusted Simulatability: Can Models Generate Non-Trivial Explanations of Their Behavior in Natural Language?Findings of the Association for Computational LinguisticsPeter Hase, Shiyue Zhang, Harry Xie, et al.2020 · 126 citations
  55. Analyzing Compositionality-Sensitivity of NLI ModelsProceedings of the AAAI Conference on Artificial IntelligenceYixin Nie, Yicheng Wang, Mohit Bansal2018 · 121 citations
  56. Vokenization: Improving Language Understanding with Contextualized, Visual-Grounded Supervision ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetHao Tan, Mohit Bansal2020 · 120 citations
  57. Evaluating the Factual Consistency of Large Language Models Through News Summarization ↗Findings of the Association for Computational Linguistics: ACL 2023 · no summary yetDerek Tam et al.2023 · 118 citations
  58. Vision Transformers are Parameter-Efficient Audio-Visual Learners ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetYan-Bo Lin et al.2023 · 117 citations
  59. Multi-Source Domain Adaptation for Text Classification via DistanceNet-Bandits ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetHan Guo, Ramakanth Pasunuru, Mohit Bansal2020 · 115 citations
  60. Machine Comprehension with Syntax, Frames, and Semantics ↗Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 2: Short Papers) · no summary yetHai Wang et al.2015 · 115 citations
  61. Coherent Dialogue with Attention-Based Language Models ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetHongyuan Mei, Mohit Bansal, Matthew R. Walter2017 · 109 citations
  62. Multi-Target Embodied Question Answering ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetLicheng Yu et al.2019 · 105 citations
  63. PRover: Proof Generation for Interpretable Reasoning over RulesConference on Empirical Methods in Natural Language Processing (EMNLP)Swarnadeep Saha, Sayan Ghosh, Shashank Srivastava, et al.2020 · 103 citations
  64. Revealing Single Frame Bias for Video-and-Language Learning ↗Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetJie Lei, Tamara Berg, Mohit Bansal2023 · 102 citations
  65. Envedit: Environment Editing for Vision-and-Language Navigation ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetJialu Li, Hao Xuan Tan, Mohit Bansal2022 · 102 citations
  66. FactPEGASUS: Factuality-Aware Pre-training and Fine-tuning for Abstractive SummarizationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)David Wan, Mohit Bansal2022 · 101 citations
  67. I like fish, especially dolphins: Addressing Contradictions in Dialogue ModelingAnnual Meeting of the Association for Computational Linguistics (ACL)Yixin Nie, Mary Williamson, Mohit Bansal, et al.2021 · 101 citations
  68. Crowdsourcing Lightweight Pyramids for Manual Summary Evaluation ↗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 yetOri Shapira et al.2019 · 101 citations
  69. The Power of Negative Thinking: Exploiting Label Disagreement in the Min-cut Classification Framework ↗Coling 2008: Companion volume: Posters · no summary yetMohit Bansal, Claire Cardie, Lillian Lee2008 · 101 citations
  70. Adversarial Over-Sensitivity and Over-Stability Strategies for Dialogue Models ↗Proceedings of the 22nd Conference on Computational Natural Language Learning · no summary yetTong Niu, Mohit Bansal2018 · 98 citations
  71. A Simple LLM Framework for Long-Range Video Question-Answering ↗Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing · no summary yetCe Zhang et al.2024 · 96 citations
  72. VideoTree: Adaptive Tree-based Video Representation for LLM Reasoning on Long Videos ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetZiyang Wang et al.2025 · 91 citations
  73. Detecting Moments and Highlights in Videos via Natural Language Queries ↗neural information processing systems · no summary yetJie Lei, Tamara L. Berg, Mohit Bansal2021 · 91 citations
  74. Self-Assembling Modular Networks for Interpretable Multi-Hop Reasoning ↗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 yetYichen Jiang, Mohit Bansal2019 · 90 citations
  75. ADaPT: As-Needed Decomposition and Planning with Language ModelsFindings of the Association for Computational LinguisticsArchiki Prasad, Alexander Koller, Mareike Hartmann, et al.2024 · 89 citations
  76. InfoSurgeon: Cross-Media Fine-grained Information Consistency Checking for Fake News Detection ↗Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · no summary yetYi Fung et al.2021 · 88 citations
  77. Interpreting Neural Networks to Improve Politeness ComprehensionConference on Empirical Methods in Natural Language Processing (EMNLP)Malika Aubakirova, Mohit Bansal2016 · 87 citations
  78. FastIF: Scalable Influence Functions for Efficient Model Interpretation and Debugging ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yetHan Guo et al.2021 · 86 citations
  79. Efficiently Summarizing Text and Graph Encodings of Multi-Document Clusters ↗Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetRamakanth Pasunuru et al.2021 · 85 citations
  80. Unified Coarse-to-Fine Alignment for Video-Text Retrieval ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetZiyang Wang et al.2023 · 84 citations
  81. Structured Learning for Taxonomy Induction with Belief Propagation ↗Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetMohit Bansal et al.2014 · 84 citations
  82. FactGraph: Evaluating Factuality in Summarization with Semantic Graph Representations ↗Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetLeonardo F. R. Ribeiro et al.2022 · 82 citations
  83. When Can Models Learn From Explanations? A Formal Framework for Understanding the Roles of Explanation Data ↗Proceedings of the First Workshop on Learning with Natural Language Supervision · no summary yetPeter Hase, Mohit Bansal2022 · 80 citations
  84. StoryDALL-E: Adapting Pretrained Text-to-Image Transformers for Story Continuation ↗Lecture notes in computer science · no summary yetAdyasha Maharana, Darryl Hannan, Mohit Bansal2022 · 80 citations
  85. VindLU: A Recipe for Effective Video-and-Language Pretraining ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetFeng Cheng et al.2023 · 79 citations
  86. Hierarchically-Attentive RNN for Album Summarization and Storytelling ↗Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing · no summary yetLicheng Yu, Mohit Bansal, Tamara Berg2017 · 79 citations
  87. Scaling Data Generation in Vision-and-Language Navigation ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetZun Wang et al.2023 · 78 citations
  88. Fine-grained Image Captioning with CLIP Reward ↗Findings of the Association for Computational Linguistics: NAACL 2022 · no summary yetJaemin Cho et al.2022 · 77 citations
  89. ExplaGraphs: An Explanation Graph Generation Task for Structured Commonsense Reasoning ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yetSwarnadeep Saha et al.2021 · 77 citations
  90. PaperRobot: Incremental Draft Generation of Scientific Ideas ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetQingyun Wang et al.2019 · 75 citations
  91. Sort Story: Sorting Jumbled Images and Captions into Stories ↗Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing · no summary yetHarsh Agrawal et al.2016 · 74 citations
  92. ReCEval: Evaluating Reasoning Chains via Correctness and InformativenessConference on Empirical Methods in Natural Language Processing (EMNLP)Archiki Prasad, Swarnadeep Saha, Xiang Zhou, et al.2023 · 73 citations
  93. What is More Likely to Happen Next? Video-and-Language Future Event Prediction ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetJie Lei et al.2020 · 72 citations
  94. Expressing Visual Relationships via Language ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetHao Tan et al.2019 · 71 citations
  95. Towards Robustifying NLI Models Against Lexical Dataset BiasesAnnual Meeting of the Association for Computational Linguistics (ACL)Xiang Zhou, Mohit Bansal2020 · 70 citations
  96. Branch-Solve-Merge Improves Large Language Model Evaluation and Generation ↗arXiv:2310.15123 · no summary yetSwarnadeep Saha et al.2023 · 68 citations
  97. Web-Scale Features for Full-Scale Parsing ↗Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies · no summary yetMohit Bansal, Dan Klein2011 · 68 citations
  98. Parsing Speech: a Neural Approach to Integrating Lexical and Acoustic-Prosodic Information ↗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 yetTrang Tran et al.2018 · 62 citations
  99. Question Relevance in VQA: Identifying Non-Visual And False-Premise Questions ↗Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing · no summary yetArijit Ray et al.2016 · 61 citations
  100. Good, Great, Excellent: Global Inference of Semantic Intensities ↗Transactions of the Association for Computational Linguistics · no summary yetGerard de Melo, Mohit Bansal2013 · 61 citations

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