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Caiming Xiong — all works

138 works · page 1 of 2 · 1–100 · ← Caiming Xiong

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  1. Knowing When to Look: Adaptive Attention via a Visual Sentinel for Image Captioning ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetJiasen Lu et al.2017 · 1,784 citations
  2. Pointer Sentinel Mixture ModelsarXiv:1609.07843Stephen Merity, Caiming Xiong, James Bradbury, et al.2016 · 1,733 citations
  3. A Deep Reinforced Model for Abstractive SummarizationarXiv:1705.04304Romain Paulus, Caiming Xiong, Richard Socher2017 · 1,657 citations
  4. BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and GenerationarXiv:2201.12086Junnan Li, Dongxu Li, Caiming Xiong, et al.2022 · 1,523 citations
  5. CTRL: A Conditional Transformer Language Model for Controllable GenerationarXiv:1909.05858Nitish Shirish Keskar, Bryan McCann, Lav R. Varshney, et al.2019 · 1,291 citations
  6. Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement LearningarXiv:1709.00103Victor Zhong, Caiming Xiong, Richard Socher2017 · 1,226 citations
  7. Evaluating the Factual Consistency of Abstractive Text SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP)Wojciech Kryscinski, Bryan McCann, Caiming Xiong, et al.2020 · 1,120 citations
  8. SummEval: Re-evaluating Summarization Evaluation ↗Transactions of the Association for Computational Linguistics · no summary yetAlexander R. Fabbri et al.2021 · 1,059 citations
  9. ERASER: A Benchmark to Evaluate Rationalized NLP ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Jay DeYoung, Sarthak Jain, Nazneen Fatema Rajani, et al.2020 · 832 citations
  10. Non-Autoregressive Neural Machine TranslationarXiv:1711.02281Jiatao Gu, James Bradbury, Caiming Xiong, et al.2017 · 793 citations
  11. Explain Yourself! Leveraging Language Models for Commonsense ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL)Nazneen Fatema Rajani, Bryan McCann, Caiming Xiong, et al.2019 · 701 citations
  12. Dynamic Memory Networks for Visual and Textual Question Answering ↗arXiv (Cornell University) · no summary yetCaiming Xiong, Stephen Merity, Richard Socher2016 · 698 citations
  13. A Joint Many-Task Model: Growing a Neural Network for Multiple NLP TasksConference on Empirical Methods in Natural Language Processing (EMNLP)Kazuma Hashimoto, Caiming Xiong, Yoshimasa Tsuruoka, et al.2016 · 674 citations
  14. End-to-End Dense Video Captioning with Masked Transformer ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetLuowei Zhou et al.2018 · 636 citations
  15. Transferable Multi-Domain State Generator for Task-Oriented Dialogue SystemsAnnual Meeting of the Association for Computational Linguistics (ACL)Chien-Sheng Wu, Andrea Madotto, Ehsan Hosseini-Asl, et al.2019 · 628 citations
  16. Dynamic Coattention Networks For Question AnsweringarXiv:1611.01604Caiming Xiong, Victor Zhong, Richard Socher2016 · 596 citations
  17. Neural Text Summarization: A Critical EvaluationConference on Empirical Methods in Natural Language Processing (EMNLP)Wojciech Kryscinski, Nitish Shirish Keskar, Bryan McCann, et al.2019 · 559 citations
  18. The Natural Language Decathlon: Multitask Learning as Question AnsweringarXiv:1806.08730Bryan McCann, Nitish Shirish Keskar, Caiming Xiong, et al.2018 · 545 citations
  19. Learned in Translation: Contextualized Word VectorsarXiv:1708.00107Bryan McCann, James Bradbury, Caiming Xiong, et al.2017 · 512 citations
  20. Multi-Hop Knowledge Graph Reasoning with Reward Shaping ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetXi Victoria Lin, Richard Socher, Caiming Xiong2018 · 473 citations
  21. Quasi-Recurrent Neural Networks ↗arXiv (Cornell University) · no summary yetJames Bradbury et al.2016 · 376 citations
  22. TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented DialogueConference on Empirical Methods in Natural Language Processing (EMNLP)Chien-Sheng Wu, Steven C.H. Hoi, Richard Socher, et al.2020 · 361 citations
  23. BERTology Meets Biology: Interpreting Attention in Protein Language Models ↗bioRxiv (Cold Spring Harbor Laboratory) · no summary yetJesse Vig et al.2020 · 318 citations
  24. Jointly Modeling Deep Video and Compositional Text to Bridge Vision and Language in a Unified Framework ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetRan Xu et al.2015 · 317 citations
  25. CoMatch: Semi-supervised Learning with Contrastive Graph Regularization ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetJunnan Li, Caiming Xiong, Steven C. H. Hoi2021 · 295 citations
  26. QAFactEval: Improved QA-Based Factual Consistency Evaluation for SummarizationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Alexander Fabbri, Chien-Sheng Wu, Wenhao Liu, et al.2022 · 292 citations
  27. Global-Locally Self-Attentive Encoder for Dialogue State Tracking ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetVictor Zhong, Caiming Xiong, Richard Socher2018 · 285 citations
  28. Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question AnsweringarXiv:1911.10470Akari Asai, Kazuma Hashimoto, Hannaneh Hajishirzi, et al.2019 · 280 citations
  29. ULIP: Learning a Unified Representation of Language, Images, and Point Clouds for 3D Understanding ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetLe Xue et al.2023 · 270 citations
  30. Bridging Textual and Tabular Data for Cross-Domain Text-to-SQL Semantic ParsingFindings of the Association for Computational LinguisticsXi Victoria Lin, Richard Socher, Caiming Xiong2020 · 263 citations
  31. AdaFrame: Adaptive Frame Selection for Fast Video Recognition ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetZuxuan Wu et al.2019 · 233 citations
  32. Diffusion Model Alignment Using Direct Preference Optimization ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetBram Wallace et al.2024 · 231 citations
  33. Self-Monitoring Navigation Agent via Auxiliary Progress Estimation ↗arXiv (Cornell University) · no summary yetChih‐Yao Ma et al.2019 · 221 citations
  34. BOOKSUM: A Collection of Datasets for Long-form Narrative Summarization ↗Findings of the Association for Computational Linguistics: EMNLP 2022 · no summary yetWojciech Kryscinski et al.2022 · 217 citations
  35. CTRLsum: Towards Generic Controllable Text SummarizationConference on Empirical Methods in Natural Language Processing (EMNLP)Junxian He, Wojciech Kryscinski, Bryan McCann, et al.2022 · 201 citations
  36. RNG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering ↗Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetXi Ye et al.2022 · 198 citations
  37. Efficient and Robust Question Answering from Minimal Context over DocumentsAnnual Meeting of the Association for Computational Linguistics (ACL)Sewon Min, Victor Zhong, Richard Socher, et al.2018 · 197 citations
  38. Joint action recognition and pose estimation from video ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetBruce Xiaohan Nie, Caiming Xiong, Song Chun Zhu2015 · 193 citations
  39. Improving Abstraction in Text Summarization ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetWojciech Kryściński et al.2018 · 186 citations
  40. Editing-Based SQL Query Generation for Cross-Domain Context-Dependent QuestionsConference on Empirical Methods in Natural Language Processing (EMNLP)Rui Zhang, Tao Yu, Heyang Er, et al.2019 · 177 citations
  41. Binding Language Models in Symbolic LanguagesarXiv:2210.02875Zhoujun Cheng, Tianbao Xie, Peng Shi, et al.2022 · 170 citations
  42. GraPPa: Grammar-Augmented Pre-Training for Table Semantic Parsing ↗arXiv (Cornell University) · no summary yetTao Yu et al.2020 · 147 citations
  43. DCN+: Mixed Objective and Deep Residual Coattention for Question Answering ↗arXiv (Cornell University) · no summary yetCaiming Xiong, Zhong, Victor, Richard Socher2017 · 124 citations
  44. DocNLI: A Large-scale Dataset for Document-level Natural Language InferenceFindings of the Association for Computational LinguisticsWenpeng Yin, Dragomir Radev, Caiming Xiong2021 · 121 citations
  45. Learning From Noisy Anchors for One-Stage Object Detection ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetHengduo Li et al.2020 · 118 citations
  46. Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human EvaluationarXiv:2212.07981Yixin Liu, Alexander R. Fabbri, Pengfei Liu, et al.2022 · 117 citations
  47. Learning from Noisy Data with Robust Representation Learning ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetJunnan Li, Caiming Xiong, Steven C. H. Hoi2021 · 115 citations
  48. Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetJianguo Zhang et al.2020 · 112 citations
  49. RLHF Workflow: From Reward Modeling to Online RLHF ↗arXiv:2405.07863 · no summary yetHanze Dong et al.2024 · 111 citations
  50. BERT is Not an Interlingua and the Bias of Tokenization ↗Proceedings of the 2nd Workshop on Deep Learning Approaches for Low-Resource NLP (DeepLo 2019) · no summary yetJasdeep Singh et al.2019 · 111 citations
  51. VD-BERT: A Unified Vision and Dialog Transformer with BERT ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetYue Wang et al.2020 · 105 citations
  52. Can humans fly? Action understanding with multiple classes of actors ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetChenliang Xu et al.2015 · 103 citations
  53. XLDA: Cross-Lingual Data Augmentation for Natural Language Inference and Question Answering ↗arXiv (Cornell University) · no summary yetSingh, Jasdeep et al.2019 · 102 citations
  54. DialFact: A Benchmark for Fact-Checking in DialogueAnnual Meeting of the Association for Computational Linguistics (ACL)Prakhar Gupta, Chien-Sheng Wu, Wenhao Liu, et al.2022 · 97 citations
  55. CodeGen2: Lessons for Training LLMs on Programming and Natural Languages ↗arXiv:2305.02309 · no summary yetErik Nijkamp et al.2023 · 94 citations
  56. Learn to Grow: A Continual Structure Learning Framework for Overcoming Catastrophic Forgetting ↗arXiv (Cornell University) · no summary yetXilai Li et al.2019 · 94 citations
  57. Global-to-local Memory Pointer Networks for Task-Oriented Dialogue ↗arXiv (Cornell University) · no summary yetChien-Sheng Wu, Richard Socher, Caiming Xiong2019 · 94 citations
  58. 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
  59. A Closer Look at Deep Learning Heuristics: Learning rate restarts, Warmup and Distillation ↗arXiv (Cornell University) · no summary yetAkhilesh Deepak Gotmare et al.2018 · 86 citations
  60. Universal Natural Language Processing with Limited Annotations: Try Few-shot Textual Entailment as a Start ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetWenpeng Yin et al.2020 · 84 citations
  61. Find or Classify? Dual Strategy for Slot-Value Predictions on Multi-Domain Dialog State TrackingJoint Conference on Lexical and Computational Semantics (*SEM)Jianguo Zhang, Kazuma Hashimoto, Chien-Sheng Wu, et al.2020 · 79 citations
  62. Global-Locally Self-Attentive Dialogue State Tracker ↗arXiv (Cornell University) · no summary yetZhong, Victor, Caiming Xiong, Richard Socher2018 · 78 citations
  63. WSLLN:Weakly Supervised Natural Language Localization Networks ↗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 yetMingfei Gao et al.2019 · 76 citations
  64. HIVE: Harnessing Human Feedback for Instructional Visual Editing ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetShu Zhang et al.2024 · 74 citations
  65. Hierarchical and Interpretable Skill Acquisition in Multi-task Reinforcement Learning ↗arXiv (Cornell University) · no summary yetTianmin Shu, Caiming Xiong, Richard Socher2017 · 72 citations
  66. Coarse-grain Fine-grain Coattention Network for Multi-evidence Question Answering ↗arXiv (Cornell University) · no summary yetZhong, Victor et al.2019 · 71 citations
  67. Summary of a Haystack: A Challenge to Long-Context LLMs and RAG SystemsConference on Empirical Methods in Natural Language Processing (EMNLP)Philippe Laban, Alexander Fabbri, Caiming Xiong, et al.2024 · 69 citations
  68. Photon: A Robust Cross-Domain Text-to-SQL System ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: System Demonstrations · no summary yetJichuan Zeng et al.2020 · 66 citations
  69. StartNet: Online Detection of Action Start in Untrimmed Videos ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetMingfei Gao et al.2019 · 62 citations
  70. Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human Evaluation ↗Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetYixin Liu et al.2023 · 60 citations
  71. WOAD: Weakly Supervised Online Action Detection in Untrimmed 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 yetMingfei Gao et al.2021 · 55 citations
  72. Unifying Question Answering, Text Classification, and Regression via Span Extraction ↗arXiv (Cornell University) · no summary yetNitish Shirish Keskar et al.2019 · 53 citations
  73. BOLAA: Benchmarking and Orchestrating LLM-augmented Autonomous Agents ↗arXiv:2308.05960 · no summary yetZhiwei Liu et al.2023 · 51 citations
  74. Unsupervised Paraphrasing with Pretrained Language Models ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yetTong Niu et al.2021 · 48 citations
  75. Interpretable Counting for Visual Question Answering ↗arXiv (Cornell University) · no summary yetAlexander Trott, Caiming Xiong, Richard Socher2017 · 47 citations
  76. A Multi-Discriminator CycleGAN for Unsupervised Non-Parallel Speech Domain Adaptation ↗Interspeech (USB) · no summary yetEhsan Hosseini-Asl et al.2018 · 46 citations
  77. Explaining and Improving Model Behavior with k Nearest Neighbor Representations ↗arXiv (Cornell University) · no summary yetNazneen Fatema Rajani et al.2020 · 45 citations
  78. Composed Variational Natural Language Generation for Few-shot Intents ↗Findings of the Association for Computational Linguistics: EMNLP 2020 · no summary yetCongying Xia et al.2020 · 43 citations
  79. Augmented Cyclic Adversarial Learning for Low Resource Domain Adaptation ↗arXiv (Cornell University) · no summary yetEhsan Hosseini-Asl et al.2018 · 43 citations
  80. Improving End-to-End Speech Recognition with Policy Learning ↗IEEE International Conference on Acoustics Speech and Signal Processing · no summary yetYingbo Zhou, Caiming Xiong, Richard Socher2018 · 43 citations
  81. A Survey of Frontiers in LLM Reasoning: Inference Scaling, Learning to Reason, and Agentic Systems ↗arXiv:2504.09037 · no summary yetZixuan Ke et al.2025 · 39 citations
  82. Identifying Generalization Properties in Neural Networks ↗arXiv (Cornell University) · no summary yetHuan Wang et al.2018 · 39 citations
  83. UniControl: A Unified Diffusion Model for Controllable Visual Generation In the Wild ↗arXiv (Cornell University) · no summary yetCan Qin et al.2023 · 36 citations
  84. Taming MAML: Efficient unbiased meta-reinforcement learning ↗International Conference on Machine Learning · no summary yetHao Liu, Richard Socher, Caiming Xiong2019 · 36 citations
  85. Direct Judgement Preference OptimizationConference on Empirical Methods in Natural Language Processing (EMNLP)PeiFeng Wang, Austin Xu, Yilun Zhou, et al.2025 · 35 citations
  86. BLIP3-o: A Family of Fully Open Unified Multimodal Models-Architecture, Training and Dataset ↗arXiv (Cornell University) · no summary yetJiuhai Chen et al.2025 · 33 citations
  87. A High-Quality Multilingual Dataset for Structured Documentation Translation ↗Proceedings of the Fourth Conference on Machine Translation (Volume 1: Research Papers) · no summary yetKazuma Hashimoto et al.2019 · 33 citations
  88. An Investigation of Phone-Based Subword Units for End-to-End Speech Recognition ↗Interspeech (USB) · no summary yetWeiran Wang et al.2020 · 31 citations
  89. CRMArena: Understanding the Capacity of LLM Agents to Perform Professional CRM Tasks in Realistic EnvironmentsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Kung-Hsiang Huang, Akshara Prabhakar, Sidharth Dhawan, et al.2025 · 30 citations
  90. Keeping Your Distance: Solving Sparse Reward Tasks Using Self-Balancing Shaped Rewards ↗arXiv (Cornell University) · no summary yetAlexander Trott et al.2019 · 29 citations
  91. L2CEval: Evaluating Language-to-Code Generation Capabilities of Large Language ModelsTransactions of the Association for Computational Linguistics (TACL)Ansong Ni, Pengcheng Yin, Yilun Zhao, et al.2024 · 27 citations
  92. Theory-Inspired Path-Regularized Differential Network Architecture Search ↗arXiv (Cornell University) · no summary yetPan Zhou et al.2020 · 27 citations
  93. MKD: a Multi-Task Knowledge Distillation Approach for Pretrained Language Models ↗arXiv (Cornell University) · no summary yetLiu, Linqing et al.2019 · 27 citations
  94. Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetYifan Gao et al.2020 · 26 citations
  95. CodeTree: Agent-guided Tree Search for Code Generation with Large Language ModelsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Jierui Li, Hung Le, Yingbo Zhou, et al.2025 · 21 citations
  96. DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AIFindings of the Association for Computational LinguisticsJianguo Zhang, Kun Qian, Zhiwei Liu, et al.2023 · 21 citations
  97. Explore, discover and learn: unsupervised discovery of state-covering skills ↗UPCommons institutional repository (Universitat Politècnica de Catalunya) · no summary yetCampos Camúñez, Víctor et al.2020 · 21 citations
  98. ESPRIT: Explaining Solutions to Physical Reasoning Tasks ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetNazneen Fatema Rajani et al.2020 · 18 citations
  99. Towards Understanding Hierarchical Learning: Benefits of Neural Representations ↗arXiv (Cornell University) · no summary yetMinshuo Chen et al.2020 · 17 citations
  100. On the Trustworthiness of Generative Foundation Models: Guideline, Assessment, and Perspective ↗arXiv (Cornell University) · no summary yetY. Huang et al.2025 · 16 citations

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