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Jianfeng Gao — all works

102 works · page 1 of 2 · 1–100 · ← Jianfeng Gao

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  1. A Diversity-Promoting Objective Function for Neural Conversation ModelsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Jiwei Li, Michel Galley, Chris Brockett, et al.2016 · 2,960 citations
  2. Embedding Entities and Relations for Learning and Inference in Knowledge BasesarXiv:1412.6575Bishan Yang, Wen-tau Yih, Xiaodong He, et al.2014 · 2,370 citations
  3. Stacked Attention Networks for Image Question AnsweringIEEE Computer Society Conference on Computer Vision and Pattern RecognitionZichao Yang, Xiaodong He, Jianfeng Gao, et al.2015 · 2,157 citations
  4. Oscar: Object-Semantics Aligned Pre-training for Vision-Language TasksLecture notes in computer scienceXiujun Li, Xi Yin, Chunyuan Li, et al.2020 · 1,877 citations
  5. DeBERTa: Decoding-enhanced BERT with Disentangled AttentionarXiv:2006.03654Pengcheng He, Xiaodong Liu, Jianfeng Gao, et al.2020 · 1,828 citations
  6. Deep Learning — based Text Classification ↗ACM Computing Surveys · no summary yetShervin Minaee et al.2021 · 1,544 citations
  7. Multi-Task Deep Neural Networks for Natural Language UnderstandingAnnual Meeting of the Association for Computational Linguistics (ACL)Xiaodong Liu, Pengcheng He, Weizhu Chen, et al.2019 · 1,524 citations
  8. Deep Reinforcement Learning for Dialogue GenerationConference on Empirical Methods in Natural Language Processing (EMNLP)Jiwei Li, Will Monroe, Alan Ritter, et al.2016 · 1,502 citations
  9. Unified Language Model Pre-training for Natural Language Understanding and GenerationarXiv:1905.03197Li Dong, Nan Yang, Wenhui Wang, et al.2019 · 1,422 citations
  10. DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training with Gradient-Disentangled Embedding SharingarXiv:2111.09543Pengcheng He, Jianfeng Gao, Weizhu Chen2021 · 1,320 citations
  11. PIQA: Reasoning about Physical Commonsense in Natural LanguageProceedings of the AAAI Conference on Artificial IntelligenceYonatan Bisk, Rowan Zellers, Ronan Le Bras, et al.2019 · 1,264 citations
  12. MS MARCO: A Human Generated MAchine Reading COmprehension DatasetarXiv:1611.09268Payal Bajaj, Daniel Campos, Nick Craswell, et al.2016 · 1,138 citations
  13. Semantic Parsing via Staged Query Graph Generation: Question Answering with Knowledge BaseAnnual Meeting of the Association for Computational Linguistics (ACL)Wen-tau Yih, Ming-Wei Chang, Xiaodong He, et al.2015 · 966 citations
  14. The Design and Implementation of XiaoIce, an Empathetic Social ChatbotComputational LinguisticsLi Zhou, Jianfeng Gao, Di Li, et al.2018 · 872 citations
  15. Domain Adaptation via Pseudo In-Domain Data SelectionConference on Empirical Methods in Natural Language Processing (EMNLP)Amittai Axelrod, Xiaodong He, Jianfeng Gao2011 · 775 citations
  16. DialoGPT: Large-Scale Generative Pre-training for Conversational Response GenerationarXiv:1911.00536Yizhe Zhang, Siqi Sun, Michel Galley, et al.2019 · 696 citations
  17. LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One DayConference on Neural Information Processing Systems (NeurIPS)Chunyuan Li, Cliff Wong, Sheng Zhang, et al.2023 · 692 citations
  18. Instruction Tuning with GPT-4arXiv:2304.03277Baolin Peng, Chunyuan Li, Pengcheng He, et al.2023 · 662 citations
  19. MIND: A Large-scale Dataset for News RecommendationAnnual Meeting of the Association for Computational Linguistics (ACL)Fangzhao Wu, Ying Qiao, Jiun-Hung Chen, et al.2020 · 564 citations
  20. Large Language Models: A SurveyarXiv:2402.06196Shervin Minaee, Tomas Mikolov, Narjes Nikzad, et al.2024 · 471 citations
  21. Representation Learning Using Multi-Task Deep Neural Networks for Semantic Classification and Information RetrievalConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Xiaodong Liu, Jianfeng Gao, Xiaodong He, et al.2015 · 471 citations
  22. MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual ContextsarXiv:2310.02255Pan Lu, Hritik Bansal, Tony Xia, et al.2023 · 468 citations
  23. A Persona-Based Neural Conversation ModelarXiv:1603.06155Jiwei Li, Michel Galley, Chris Brockett, et al.2016 · 462 citations
  24. UniLMv2: Pseudo-Masked Language Models for Unified Language Model Pre-TrainingarXiv:2002.12804Hangbo Bao, Li Dong, Furu Wei, et al.2020 · 395 citations
  25. Evaluation of Text Generation: A Survey ↗arXiv:2006.14799 · no summary yetAsli Celikyilmaz, Elizabeth Clark, Jianfeng Gao2020 · 388 citations
  26. ReCoRD: Bridging the Gap between Human and Machine Commonsense Reading ComprehensionarXiv:1810.12885Sheng Zhang, Xiaodong Liu, Jingjing Liu, et al.2018 · 388 citations
  27. Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated FeedbackarXiv:2302.12813Baolin Peng, Michel Galley, Pengcheng He, et al.2023 · 363 citations
  28. Towards End-to-End Reinforcement Learning of Dialogue Agents for Information AccessAnnual Meeting of the Association for Computational Linguistics (ACL)Bhuwan Dhingra, Lihong Li, Xiujun Li, et al.2017 · 350 citations
  29. A Neural Network Approach to Context-Sensitive Generation of Conversational ResponsesarXiv:1506.06714Alessandro Sordoni, Michel Galley, Michael Auli, et al.2015 · 329 citations
  30. Chameleon: Plug-and-Play Compositional Reasoning with Large Language ModelsConference on Neural Information Processing Systems (NeurIPS)Pan Lu, Baolin Peng, Hao Cheng, et al.2023 · 327 citations
  31. SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized OptimizationAnnual Meeting of the Association for Computational Linguistics (ACL)Haoming Jiang, Pengcheng He, Weizhu Chen, et al.2020 · 304 citations
  32. Neural Approaches to Conversational AI ↗arXiv:1809.08267 · no summary yetJianfeng Gao, Michel Galley, Lihong Li2018 · 286 citations
  33. A Multimodal Biomedical Foundation Model Trained from Fifteen Million Image–Text Pairs ↗NEJM AI · no summary yetSheng Zhang et al.2024 · 280 citations
  34. Cyclical Annealing Schedule: A Simple Approach to Mitigating KL Vanishing ↗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 yetHao Fu et al.2019 · 280 citations
  35. Segment Everything Everywhere All at Once ↗neural information processing systems · no summary yetXueyan Zou et al.2023 · 279 citations
  36. Few-shot Natural Language Generation for Task-Oriented DialogFindings of the Association for Computational LinguisticsBaolin Peng, Chenguang Zhu, Chunyuan Li, et al.2020 · 256 citations
  37. Stochastic Answer Networks for Machine Reading Comprehension ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetXiaodong Liu et al.2018 · 251 citations
  38. Understanding the Difficulty of Training TransformersConference on Empirical Methods in Natural Language Processing (EMNLP)Liyuan Liu, Xiaodong Liu, Jianfeng Gao, et al.2020 · 231 citations
  39. Deep Dyna-Q: Integrating Planning for Task-Completion Dialogue Policy Learning ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetBaolin Peng et al.2018 · 230 citations
  40. Composite Task-Completion Dialogue Policy Learning via Hierarchical Deep Reinforcement Learning ↗Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing · no summary yetBaolin Peng et al.2017 · 228 citations
  41. Deep Reinforcement Learning with a Natural Language Action Space ↗Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetJi He et al.2016 · 223 citations
  42. Focal Modulation Networks ↗neural information processing systems · no summary yetJianwei Yang et al.2022 · 214 citations
  43. Optimus: Organizing Sentences via Pre-trained Modeling of a Latent SpaceConference on Empirical Methods in Natural Language Processing (EMNLP)Chunyuan Li, Xiang Gao, Yuan Li, et al.2020 · 208 citations
  44. PlotMachines: Outline-Conditioned Generation with Dynamic Plot State Tracking ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetHannah Rashkin et al.2020 · 207 citations
  45. Using Contextual Speller Techniques and Language Modeling for ESL Error CorrectionInternational Joint Conference on Natural Language Processing (IJCNLP)Michael Gamon, Jianfeng Gao, Chris Brockett, et al.2008 · 204 citations
  46. Model Tells You What to Discard: Adaptive KV Cache Compression for LLMsarXiv:2310.01801Suyu Ge, Yunan Zhang, Liyuan Liu, et al.2023 · 202 citations
  47. Image-Grounded Conversations: Multimodal Context for Natural Question and Response GenerationInternational Joint Conference on Natural Language Processing (IJCNLP)Nasrin Mostafazadeh, Chris Brockett, Bill Dolan, et al.2017 · 199 citations
  48. Fine-tuning large neural language models for biomedical natural language processing ↗Patterns · no summary yetRobert Tinn et al.2021 · 198 citations
  49. Generation-Augmented Retrieval for Open-domain Question AnsweringarXiv:2009.08553Yuning Mao, Pengcheng He, Xiaodong Liu, et al.2020 · 151 citations
  50. A Nested Attention Neural Hybrid Model for Grammatical Error Correction ↗Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetJianshu Ji et al.2017 · 151 citations
  51. Adversarial Training for Large Neural Language Models ↗arXiv (Cornell University) · no summary yetXiaodong Liu et al.2020 · 148 citations
  52. End-to-End Task-Completion Neural Dialogue SystemsInternational Joint Conference on Natural Language Processing (IJCNLP)Xiujun Li, Yun-Nung Chen, Lihong Li, et al.2017 · 146 citations
  53. Generation-Augmented Retrieval for Open-Domain Question Answering ↗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 yetYuning Mao et al.2021 · 145 citations
  54. HittER: Hierarchical Transformers for Knowledge Graph Embeddings ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yetSanxing Chen et al.2021 · 141 citations
  55. Few-Shot Named Entity Recognition: An Empirical Baseline Study ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yetJiaxin Huang et al.2021 · 140 citations
  56. Conversing by Reading: Contentful Neural Conversation with On-demand Machine Reading ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetLianhui Qin et al.2019 · 138 citations
  57. Multi-step Reasoning via Recurrent Dual Attention for Visual Dialog ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetZhe Gan et al.2019 · 136 citations
  58. Augmenting Language Models with Long-Term Memory ↗arXiv:2306.07174 · no summary yetWeizhi Wang et al.2023 · 135 citations
  59. AdaMix: Mixture-of-Adaptations for Parameter-efficient Model TuningConference on Empirical Methods in Natural Language Processing (EMNLP)Yaqing Wang, Sahaj Agarwal, Subhabrata Mukherjee, et al.2022 · 135 citations
  60. deltaBLEU: A Discriminative Metric for Generation Tasks with Intrinsically Diverse Targets ↗arXiv:1506.06863 · no summary yetMichel Galley et al.2015 · 135 citations
  61. GO FIGURE: A Meta Evaluation of Factuality in SummarizationFindings of the Association for Computational LinguisticsSaadia Gabriel, Asli Celikyilmaz, Rahul Jha, et al.2021 · 130 citations
  62. ConvLab: Multi-Domain End-to-End Dialog System Platform ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics: System Demonstrations · no summary yetSungjin Lee et al.2019 · 126 citations
  63. How Much Do Language Models Copy From Their Training Data? Evaluating Linguistic Novelty in Text Generation Using RAVENTransactions of the Association for Computational Linguistics (TACL)R. Thomas McCoy, Paul Smolensky, Tal Linzen, et al.2023 · 117 citations
  64. Jointly Optimizing Diversity and Relevance in Neural Response 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 yetXiang Gao et al.2019 · 117 citations
  65. Robust Navigation with Language Pretraining and Stochastic Sampling ↗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 yetXiujun Li et al.2019 · 116 citations
  66. ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations · no summary yetQi Zhu et al.2020 · 112 citations
  67. Discourse-Aware Neural Rewards for Coherent Text Generation ↗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 yetAntoine Bosselut et al.2018 · 111 citations
  68. Smoothing clickthrough data for web search ranking ↗International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · no summary yetJianfeng Gao et al.2009 · 98 citations
  69. Discriminative Deep Dyna-Q: Robust Planning for Dialogue Policy Learning ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetShang-Yu Su et al.2018 · 92 citations
  70. Reinforcement Learning for Reasoning in Large Language Models with One Training Example ↗arXiv:2504.20571 · no summary yetYiping Wang et al.2025 · 87 citations
  71. Rethinking Interpretability in the Era of Large Language ModelsarXiv:2402.01761Chandan Singh, Jeevana Priya Inala, Michel Galley, et al.2024 · 87 citations
  72. Self-Checker: Plug-and-Play Modules for Fact-Checking with Large Language ModelsFindings of the Association for Computational LinguisticsMiaoran Li, Baolin Peng, Michel Galley, et al.2024 · 87 citations
  73. Is Self-Repair a Silver Bullet for Code Generation? ↗arXiv:2306.09896 · no summary yetTheo X. Olausson et al.2024 · 82 citations
  74. Adversarial Domain Adaptation for Machine Reading Comprehension ↗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 yetHuazheng Wang et al.2019 · 78 citations
  75. Language Models as Inductive ReasonersConference of the European Chapter of the Association for Computational Linguistics (EACL)Zonglin Yang, Li Dong, Xinya Du, et al.2024 · 70 citations
  76. A Web-based English Proofing System for English as a Second Language Users ↗Proceedings of the Third International Joint Conference on Natural Language Processing: Volume-II · no summary yetXing Yi, Jianfeng Gao, William B. Dolan2008 · 68 citations
  77. Deep Reinforcement Learning with a Combinatorial Action Space for Predicting Popular Reddit Threads ↗Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing · no summary yetJi He et al.2016 · 66 citations
  78. K-LITE: Learning Transferable Visual Models with External Knowledge ↗neural information processing systems · no summary yetSheng Shen et al.2022 · 61 citations
  79. The Microsoft Toolkit of Multi-Task Deep Neural Networks for Natural Language Understanding ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations · no summary yetXiaodong Liu et al.2020 · 56 citations
  80. Optimizing Bi-Encoder for Named Entity Recognition via Contrastive Learning ↗arXiv (Cornell University) · no summary yetSheng Zhang et al.2022 · 54 citations
  81. Data Augmentation for Abstractive Query-Focused Multi-Document Summarization ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetRamakanth Pasunuru et al.2021 · 54 citations
  82. EmailSum: Abstractive Email Thread Summarization ↗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 yetShiyue Zhang et al.2021 · 54 citations
  83. Self-Verification Improves Few-Shot Clinical Information ExtractionarXiv:2306.00024 · IMLH 2023Zelalem Gero, Chandan Singh, Hao Cheng, et al.2023 · 51 citations
  84. Knowledge-Rich Self-Supervision for Biomedical Entity Linking ↗Findings of the Association for Computational Linguistics: EMNLP 2022 · no summary yetSheng Zhang et al.2022 · 49 citations
  85. Compressing Trigram Language Models With Golomb Coding ↗Proceedings of the 2007 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CoNLL) · no summary yetKenneth Church, Ted Hart, Jianfeng Gao2007 · 42 citations
  86. Dialog System Technology Challenge 7 ↗arXiv (Cornell University) · no summary yetKoichiro Yoshino et al.2019 · 40 citations
  87. Fault-Aware Neural Code Rankers ↗arXiv:2206.03865 · no summary yetJeevana Priya Inala et al.2022 · 39 citations
  88. Learning Math Reasoning from Self-Sampled Correct and Partially-Correct Solutions ↗arXiv:2205.14318 · no summary yetAnsong Ni et al.2022 · 39 citations
  89. Latent Action Pretraining from Videos ↗arXiv (Cornell University) · no summary yetSeonghyeon Ye et al.2024 · 27 citations
  90. Dynamic Fusion Networks for Machine Reading Comprehension ↗arXiv:1711.04964 · no summary yetYichong Xu et al.2017 · 26 citations
  91. DoubleTransfer at MEDIQA 2019: Multi-Source Transfer Learning for Natural Language Understanding in the Medical Domain ↗Proceedings of the 18th BioNLP Workshop and Shared Task · no summary yetYichong Xu et al.2019 · 22 citations
  92. Domain-Specific Pretraining for Vertical Search: Case Study on Biomedical Literature ↗arXiv:2106.13375 · no summary yetYu Wang et al.2021 · 17 citations
  93. Enriching Transformers with Structured Tensor-Product Representations for Abstractive Summarization ↗Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetYichen Jiang et al.2021 · 16 citations
  94. Targeted Adversarial Training for Natural Language Understanding ↗Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetLis Pereira et al.2021 · 14 citations
  95. CMT in TREC-COVID Round 2: Mitigating the Generalization Gaps from Web to Special Domain Search ↗arXiv (Cornell University) · no summary yetChenyan Xiong et al.2020 · 9 citations
  96. BiomedParse: a biomedical foundation model for image parsing of everything everywhere all at once ↗arXiv (Cornell University) · no summary yetTheodore Zhao et al.2024 · 7 citations
  97. Crafting Interpretable Embeddings by Asking LLMs Questions ↗arXiv (Cornell University) · no summary yetVinamra Benara et al.2024 · 6 citations
  98. Evaluating the robustness and readiness of large frontier models in health AI applications ↗Nature Medicine · no summary yet裕二 池谷 et al.2026 · 4 citations
  99. Generative Adapter: Contextualizing Language Models in Parameters with A Single Forward Pass ↗arXiv (Cornell University) · no summary yetTong Chen et al.2024 · 4 citations
  100. Attribute Structuring Improves LLM-Based Evaluation of Clinical Text Summaries ↗arXiv (Cornell University) · no summary yetZelalem Gero et al.2024 · 4 citations

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