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Mohit Bansal

  1. Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
    2022/06/09 by Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao +448 · 3 voices · 143 citations
    #cs.CL #cs.AI #cs.CY #cs.LG #stat.ML
  2. Adversarial NLI: A New Benchmark for Natural Language Understanding
    2019/10/31 by Yixin Nie, Nie, Yixin, Adina Williams +9 · 1 voice · 66 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Multimodal Machine Learning Applications #Topic Modeling #cs.CL #cs.LG
  3. LXMERT: Learning Cross-Modality Encoder Representations from Transformers
    2019/08/20 by Hao Tan, Mohit Bansal, Tan, Hao +1 · 106 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
  4. Reverse Thinking Makes LLMs Stronger Reasoners
    2024/11/29 by Justin Chih-Yao Chen, Chen, Justin Chih-Yao, Zifeng Wang +20 · 9 voices · 6 citations
    Computer Science · Social Sciences · #Law, AI, and Intellectual Property #Artificial Intelligence in Law
  5. TIES-Merging: Resolving Interference When Merging Models
    2023/06/02 by Prateek Yadav, Derek Tam, Yadav, Prateek +7 · 139 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Topic Modeling #Multimodal Machine Learning Applications
  6. Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning
    2022/05/11 by Haokun Liu, Liu, Haokun, Derek Tam +10 · 79 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
  7. Evaluating Very Long-Term Conversational Memory of LLM Agents
    2024/02/27 by Adyasha Maharana, Dong-Ho Lee, Maharana, Adyasha +9 · 108 citations
    Computer Science · #AI in Service Interactions #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  8. TVQA: Localized, Compositional Video Question Answering
    2018/09/05 by Jie Lei, Lei, Jie, Licheng Yu +5 · 46 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  9. OpenThoughts: Data Recipes for Reasoning Models
    2025/06/04 by Etash Guha, Ryan Marten, Guha, Etash +102 · 2 voices · 67 citations
    Computer Science · #Advanced Graph Neural Networks #Explainable Artificial Intelligence (XAI) #Mathematics, Computing, and Information Processing #cs.LG
  10. ReConcile: Round-Table Conference Improves Reasoning via Consensus among Diverse LLMs
    2023/09/22 by Justin Chih-Yao Chen, Chen, Justin Chih-Yao, Swarnadeep Saha +3 · 68 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Semantic Web and Ontologies
  11. Unifying Vision, Text, and Layout for Universal Document Processing
    2022/12/05 by Zineng Tang, Ziyi Yang, Tang, Zineng +15 · 1 voice · 16 citations
    Computer Science · #Handwritten Text Recognition Techniques #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques #cs.AI #cs.CL #cs.CV #cs.LG
  12. Analyzing and Mitigating Object Hallucination in Large Vision-Language Models
    2023/10/01 by Yiyang Zhou, Chenhang Cui, Zhou, Yiyang +13 · 1 voice · 49 citations
    Computer Science · Medicine · #Multimodal Machine Learning Applications #COVID-19 diagnosis using AI #Domain Adaptation and Few-Shot Learning
  13. DALL-Eval: Probing the Reasoning Skills and Social Biases of Text-to-Image Generation Models
    2022/02/08 by Jaemin Cho, Abhay Zala, Cho, Jaemin +3 · 32 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  14. VL-Adapter: Parameter-Efficient Transfer Learning for\n Vision-and-Language Tasks
    2021/12/13 by Yi-Lin Sung, Sung, Yi-Lin, Jaemin Cho +3 · 30 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
  15. VideoTree: Adaptive Tree-based Video Representation for LLM Reasoning on Long Videos
    2024/05/29 by Ziyang Wang, Shoubin Yu, Wang, Ziyang +11 · 52 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia Communication and Technology #Natural Language Processing Techniques #Video Analysis and Summarization
  16. Self-Chained Image-Language Model for Video Localization and Question Answering
    2023/05/11 by Shoubin Yu, Yu, Shoubin, Jaemin Cho +5 · 33 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  17. Less is More: ClipBERT for Video-and-Language Learning via Sparse Sampling
    2021/02/11 by Jie Lei, Lei, Jie, Linjie Li +11 · 25 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  18. Learning to Navigate Unseen Environments: Back Translation with Environmental Dropout
    2019/04/08 by Hao Tan, Licheng Yu, Tan, Hao +3 · 20 citations
    Computer Science · #Advanced Neural Network Applications #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  19. ADaPT: As-Needed Decomposition and Planning with Language Models
    2023/11/08 by Archiki Prasad, Prasad, Archiki, Alexander Koller +11 · 37 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  20. A Simple LLM Framework for Long-Range Video Question-Answering
    2023/12/28 by C. Zhang, Zhang, Ce, Taixi Lu +11 · 34 citations
    Computer Science · #Multimodal Machine Learning Applications #Human Pose and Action Recognition #Advanced Image and Video Retrieval Techniques
  21. Davidsonian Scene Graph: Improving Reliability in Fine-grained Evaluation for Text-to-Image Generation
    2023/10/27 by Jaemin Cho, Yushi Hu, Cho, Jaemin +15 · 32 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  22. HoVer: A Dataset for Many-Hop Fact Extraction And Claim Verification
    2020/11/05 by Yichen Jiang, Jiang, Yichen, Shikha Bordia +9 · 20 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Graph Neural Networks
  23. Unifying Vision-and-Language Tasks via Text Generation
    2021/02/04 by Jaemin Cho, Cho, Jaemin, Jie Lei +5 · 23 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Domain Adaptation and Few-Shot Learning
  24. TrustLLM: Trustworthiness in Large Language Models
    2024/01/01 by Yue Huang, Huang, Yue, Lichao Sun +136 · 34 citations
    Medicine · Computer Science · #Artificial Intelligence in Healthcare and Education #Privacy-Preserving Technologies in Data #Explainable Artificial Intelligence (XAI)
  25. Does Localization Inform Editing? Surprising Differences in Causality-Based Localization vs. Knowledge Editing in Language Models
    2023/01/10 by Peter Hase, Mohit Bansal, Hase, Peter +5 · 1 voice · 19 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Explainable Artificial Intelligence (XAI)
  26. Scaling Data Generation in Vision-and-Language Navigation
    2023/07/28 by Zun Wang, Jialu Li, Wang, Zun +15 · 27 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Natural Language Processing Techniques
  27. What Can We Learn from Collective Human Opinions on Natural Language Inference Data?
    2020/10/07 by Yixin Nie, Xiang Zhou, Nie, Yixin +3 · 14 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research
  28. How Much Can CLIP Benefit Vision-and-Language Tasks?
    2021/07/13 by Sheng Shen, Liunian Harold Li, Shen, Sheng +13 · 16 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Speech and dialogue systems
  29. Multi-Target Embodied Question Answering
    2019/04/09 by Licheng Yu, Yu, Licheng, Xinlei Chen +9 · 12 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  30. TVR: A Large-Scale Dataset for Video-Subtitle Moment Retrieval
    2020/01/24 by Jie Lei, Licheng Yu, Lei, Jie +5 · 12 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Video Analysis and Summarization
  31. Revealing Single Frame Bias for Video-and-Language Learning
    2022/06/07 by Jie Lei, Lei, Jie, Tamara L. Berg +3 · 15 citations
    Computer Science · #Multimodal Machine Learning Applications #Human Pose and Action Recognition #Domain Adaptation and Few-Shot Learning
  32. Can Sensitive Information Be Deleted From LLMs? Objectives for Defending Against Extraction Attacks
    2023/09/29 by Vaidehi Patil, Peter Hase, Patil, Vaidehi +3 · 20 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  33. VideoDirectorGPT: Consistent Multi-scene Video Generation via LLM-Guided Planning
    2023/09/26 by Han Lin, Abhay Zala, Lin, Han +5 · 18 citations
    Computer Science · Engineering · #Multimodal Machine Learning Applications #Video Analysis and Summarization #Human Motion and Animation
  34. LST: Ladder Side-Tuning for Parameter and Memory Efficient Transfer Learning
    2022/06/13 by Yi-Lin Sung, Jaemin Cho, Sung, Yi-Lin +3 · 14 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #Multimodal Machine Learning Applications
  35. PanoGen: Text-Conditioned Panoramic Environment Generation for Vision-and-Language Navigation
    2023/05/30 by Jialu Li, Mohit Bansal, Li, Jialu +1 · 16 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Cancer-related molecular mechanisms research #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  36. FastIF: Scalable Influence Functions for Efficient Model Interpretation and Debugging
    2020/12/31 by Han Guo, Guo, Han, Nazneen Fatema Rajani +7 · 11 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Topic Modeling
  37. Vision-and-Language Navigation Today and Tomorrow: A Survey in the Era of Foundation Models
    2024/07/09 by Yue Zhang, Zhang, Yue, Ziqiao Ma +15 · 25 citations
    Social Sciences · #Religious Tourism and Spaces #Geographic Information Systems Studies
  38. SAFREE: Training-Free and Adaptive Guard for Safe Text-to-Image And Video Generation
    2024/10/16 by Jaehong Yoon, Yoon, Jaehong, Shoubin Yu +7 · 27 citations
    Computer Science · #Advanced Steganography and Watermarking Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
  39. Evaluating Explainable AI: Which Algorithmic Explanations Help Users Predict Model Behavior?
    2020/05/04 by Peter Hase, Mohit Bansal, Hase, Peter +1 · 10 citations
    Computer Science · #Explainable Artificial Intelligence (XAI) #Adversarial Robustness in Machine Learning #Machine Learning and Data Classification
  40. GrIPS: Gradient-free, Edit-based Instruction Search for Prompting Large Language Models
    2022/03/14 by Archiki Prasad, Prasad, Archiki, Peter Hase +5 · 12 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  41. QVHighlights: Detecting Moments and Highlights in Videos via Natural Language Queries
    2021/07/20 by Jie Lei, Tamara L. Berg, Lei, Jie +3 · 11 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Video Analysis and Summarization
  42. Multimodal Representation Learning by Alternating Unimodal Adaptation
    2023/11/17 by Xiaohui Zhang, Jaehong Yoon, Zhang, Xiaohui +5 · 16 citations
    Computer Science · #Speech and dialogue systems
  43. Branch-Solve-Merge Improves Large Language Model Evaluation and Generation
    2023/10/23 by Swarnadeep Saha, Saha, Swarnadeep, Omer Levy +9 · 15 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  44. StoryDALL-E: Adapting Pretrained Text-to-Image Transformers for Story Continuation
    2022/09/13 by Adyasha Maharana, Maharana, Adyasha, Darryl Hannan +3 · 11 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Motion and Animation #Multimodal Machine Learning Applications
  45. M3DocRAG: Multi-modal Retrieval is What You Need for Multi-page Multi-document Understanding
    2024/11/07 by Jaemin Cho, Cho, Jaemin, Debanjan Mahata +7 · 23 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
  46. PaperRobot: Incremental Draft Generation of Scientific Ideas
    2019/05/20 by Qingyun Wang, Lifu Huang, Zhiying Jiang +4 · 1 voice · 2 citations
    Computer Science · #cs.CL #cs.AI #cs.LG
  47. GTBench: Uncovering the Strategic Reasoning Limitations of LLMs via Game-Theoretic Evaluations
    2024/02/19 by Jinhao Duan, Renming Zhang, Duan, Jinhao +15 · 14 citations
    Decision Sciences · #Auction Theory and Applications
  48. A Joint Speaker-Listener-Reinforcer Model for Referring Expressions
    2016/12/30 by Licheng Yu, Yu, Licheng, Hao Tan +5 · 7 citations
    Computer Science · #Multimodal Machine Learning Applications #Speech and dialogue systems #Topic Modeling
  49. Evaluating the Factual Consistency of Large Language Models Through News Summarization
    2022/11/15 by Derek Tam, Tam, Derek, Anisha Mascarenhas +9 · 9 citations
    Computer Science · Decision Sciences · #Topic Modeling #Natural Language Processing Techniques #Data Quality and Management
  50. D2 Pruning: Message Passing for Balancing Diversity and Difficulty in Data Pruning
    2023/10/11 by Adyasha Maharana, Prateek Yadav, Maharana, Adyasha +3 · 11 citations
    Computer Science · #Machine Learning and Data Classification #Domain Adaptation and Few-Shot Learning #Explainable Artificial Intelligence (XAI)
  51. Fine-grained Image Captioning with CLIP Reward
    2022/05/26 by Jaemin Cho, Cho, Jaemin, Seunghyun Yoon +9 · 8 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Video Analysis and Summarization
  52. The Out-of-Distribution Problem in Explainability and Search Methods for Feature Importance Explanations
    2021/06/01 by Peter Hase, Harry Xie, Hase, Peter +3 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Topic Modeling
  53. CoDi-2: In-Context, Interleaved, and Interactive Any-to-Any Generation
    2023/11/30 by Zineng Tang, Ziyi Yang, Tang, Zineng +9 · 10 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Sound (cs.SD) #Topic Modeling #electronic engineering #information engineering
  54. Combining Fact Extraction and Verification with Neural Semantic Matching Networks
    2018/11/16 by Yixin Nie, Haonan Chen, Nie, Yixin +3 · 5 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Misinformation and Its Impacts #Natural Language Processing Techniques #Topic Modeling
  55. Ctrl-Adapter: An Efficient and Versatile Framework for Adapting Diverse Controls to Any Diffusion Model
    2024/04/15 by Han Lin, Lin, Han, Jaemin Cho +5 · 11 citations
    Medicine · Computer Science · #Advanced Neuroimaging Techniques and Applications #Generative Adversarial Networks and Image Synthesis #Domain Adaptation and Few-Shot Learning
  56. VALUE: A Multi-Task Benchmark for Video-and-Language Understanding Evaluation
    2021/06/08 by Linjie Li, Li, Linjie, Jie Lei +27 · 7 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Domain Adaptation and Few-Shot Learning
  57. Unified Coarse-to-Fine Alignment for Video-Text Retrieval
    2023/09/18 by Ziyang Wang, Yi-Lin Sung, Wang, Ziyang +7 · 9 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Video Analysis and Summarization
  58. What Matters for Model Merging at Scale?
    2024/10/04 by Prateek Yadav, Yadav, Prateek, Tu Vu +11 · 14 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques
  59. A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment
    2025/04/22 by Kun Wang, Guibin Zhang, Wang, Kun +193 · 31 citations
    Computer Science · Health Professions · Medicine · #Adversarial Robustness in Machine Learning #Occupational Health and Safety Research #Artificial Intelligence in Healthcare and Education
  60. CAPTURe: Evaluating Spatial Reasoning in Vision Language Models via Occluded Object Counting
    2025/04/21 by Atin Pothiraj, Elias Stengel-Eskin, Pothiraj, Atin +5 · 1 voice · 16 citations
    #cs.CV #cs.AI #cs.CL
  61. Towards Universal Paraphrastic Sentence Embeddings
    2015/11/25 by John Wieting, Mohit Bansal, Wieting, John +5 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  62. ExplaGraphs: An Explanation Graph Generation Task for Structured\n Commonsense Reasoning
    2021/04/15 by Swarnadeep Saha, Prateek Yadav, Saha, Swarnadeep +5 · 5 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Topic Modeling
  63. Paxion: Patching Action Knowledge in Video-Language Foundation Models
    2023/05/18 by Zhenhailong Wang, Ansel Blume, Wang, Zhenhailong +13 · 7 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  64. A Survey on Model MoErging: Recycling and Routing Among Specialized Experts for Collaborative Learning
    2024/08/13 by Prateek Yadav, Colin Raffel, Yadav, Prateek +14 · 10 citations
    Psychology · #Innovative Teaching and Learning Methods
  65. EnvGen: Generating and Adapting Environments via LLMs for Training Embodied Agents
    2024/03/18 by Abhay Zala, Zala, Abhay, Jaemin Cho +7 · 8 citations
    Computer Science · #Reinforcement Learning in Robotics #Multi-Agent Systems and Negotiation
  66. Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences
    2024/01/19 by Xiyao Wang, Wang, Xiyao, Yuhang Zhou +21 · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  67. Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting
    2018/05/28 by Yen-Chun Chen, Mohit Bansal, Chen, Yen-Chun +1 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  68. EnvEdit: Environment Editing for Vision-and-Language Navigation
    2022/03/29 by Jialu Li, Li, Jialu, Hao Tan +3 · 5 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  69. Improving Vision-and-Language Navigation by Generating Future-View Image Semantics
    2023/04/11 by Jialu Li, Li, Jialu, Mohit Bansal +1 · 6 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  70. An Empirical Study of Multimodal Model Merging
    2023/04/28 by Yi-Lin Sung, Linjie Li, Sung, Yi-Lin +9 · 6 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Domain Adaptation and Few-Shot Learning
  71. Soft Self-Consistency Improves Language Model Agents
    2024/02/20 by Han Wang, Wang, Han, Archiki Prasad +5 · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  72. ReAgent-V: A Reward-Driven Multi-Agent Framework for Video Understanding
    2025/06/02 by Yiyang Zhou, Youzhou He, Zhou, Yiyang +11 · 23 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning in Healthcare #Reinforcement Learning in Robotics
  73. Retrieval-Augmented Generation with Conflicting Evidence
    2025/04/17 by Han Wang, Wang, Han, Archiki Prasad +5 · 16 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Misinformation and Its Impacts #Multimodal Machine Learning Applications #Topic Modeling
  74. MAgICoRe: Multi-Agent, Iterative, Coarse-to-Fine Refinement for Reasoning
    2024/09/18 by Justin Chih-Yao Chen, Chen, Justin Chih-Yao, Archiki Prasad +7 · 10 citations
    Computer Science · #Semantic Web and Ontologies #Natural Language Processing Techniques #Fuzzy Logic and Control Systems
  75. MAGDi: Structured Distillation of Multi-Agent Interaction Graphs Improves Reasoning in Smaller Language Models
    2024/02/02 by Justin Chih-Yao Chen, Swarnadeep Saha, Chen, Justin Chih-Yao +5 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  76. DiagrammerGPT: Generating Open-Domain, Open-Platform Diagrams via LLM Planning
    2023/10/18 by Abhay Zala, Zala, Abhay, Han Lin +5 · 6 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Human Motion and Animation #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  77. See It from My Perspective: How Language Affects Cultural Bias in Image Understanding
    2024/06/17 by Amith Ananthram, Ananthram, Amith, Elias Stengel-Eskin +5 · 8 citations
    Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Language, Metaphor, and Cognition
  78. Avoiding Reasoning Shortcuts: Adversarial Evaluation, Training, and Model Development for Multi-Hop QA
    2019/06/17 by Yichen Jiang, Mohit Bansal, Jiang, Yichen +1 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  79. Self-Consistency Preference Optimization
    2024/11/06 by Archiki Prasad, Prasad, Archiki, Weizhe Yuan +15 · 9 citations
    Business, Management and Accounting · Computer Science · #Advanced Software Engineering Methodologies #Artificial Intelligence (cs.AI) #Collaboration in agile enterprises #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Service-Oriented Architecture and Web Services
  80. Merging by Matching Models in Task Parameter Subspaces
    2023/12/07 by Derek Tam, Tam, Derek, Mohit Bansal +3 · 6 citations
    Computer Science · #Reinforcement Learning in Robotics
  81. CREMA: Generalizable and Efficient Video-Language Reasoning via Multimodal Modular Fusion
    2024/02/08 by Shoubin Yu, Yu, Shoubin, Jaehong Yoon +3 · 6 citations
    Computer Science · Medicine · #Multimodal Machine Learning Applications #Human Pose and Action Recognition #COVID-19 diagnosis using AI
  82. Teaching Models to Balance Resisting and Accepting Persuasion
    2024/10/18 by Elias Stengel-Eskin, Stengel-Eskin, Elias, Peter Hase +3 · 1 voice · 5 citations
    Psychology · Social Sciences · #Communication in Education and Healthcare #Social Media and Politics #cs.AI #cs.CL
  83. The Unreasonable Effectiveness of Easy Training Data for Hard Tasks
    2024/01/12 by Peter Hase, Hase, Peter, Mohit Bansal +5 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  84. Integrating Visuospatial, Linguistic and Commonsense Structure into Story Visualization
    2021/10/20 by Adyasha Maharana, Mohit Bansal, Maharana, Adyasha +1 · 3 citations
    Computer Science · Health Professions · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Digital Storytelling and Education #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Video Analysis and Summarization
  85. System-1.x: Learning to Balance Fast and Slow Planning with Language Models
    2024/07/19 by Swarnadeep Saha, Archiki Prasad, Saha, Swarnadeep +9 · 7 citations
    Computer Science · #AI-based Problem Solving and Planning #Machine Learning and Algorithms
  86. Commonsense for Generative Multi-Hop Question Answering Tasks
    2018/09/17 by Lisa Bauer, Bauer, Lisa, Yicheng Wang +3 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  87. How Robust is Neural Machine Translation to Language Imbalance in Multilingual Tokenizer Training?
    2022/04/29 by Shiyue Zhang, Zhang, Shiyue, Vishrav Chaudhary +11 · 3 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
  88. AdaCAD: Adaptively Decoding to Balance Conflicts between Contextual and Parametric Knowledge
    2024/09/11 by Han Wang, Wang, Han, Archiki Prasad +5 · 7 citations
    Computer Science · #AI-based Problem Solving and Planning #Computation and Language (cs.CL) #FOS: Computer and information sciences
  89. Detecting Linguistic Characteristics of Alzheimer's Dementia by\n Interpreting Neural Models
    2018/04/17 by Sweta Karlekar, Karlekar, Sweta, Tong Niu +3 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  90. Localizing Factual Inconsistencies in Attributable Text Generation
    2024/10/09 by Arie Cattan, Paul Roit, Cattan, Arie +13 · 6 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  91. ReGAL: Refactoring Programs to Discover Generalizable Abstractions
    2024/01/29 by Elias Stengel-Eskin, Stengel-Eskin, Elias, Archiki Prasad +3 · 5 citations
    Computer Science · #Semantic Web and Ontologies
  92. LAQuer: Localized Attribution Queries in Content-grounded Generation
    2025/06/01 by Eran Hirsch, Hirsch, Eran, Aviv Slobodkin +9 · 9 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Semantic Web and Ontologies
  93. CoSIm: Commonsense Reasoning for Counterfactual Scene Imagination
    2022/07/08 by Hyounghun Kim, Kim, Hyounghun, Abhay Zala +3 · 1 voice
    Computer Science · #Multimodal Machine Learning Applications #Explainable Artificial Intelligence (XAI) #Topic Modeling
  94. Unbounded: A Generative Infinite Game of Character Life Simulation
    2024/10/24 by Jialu Li, Yuanzhen Li, Li, Jialu +13 · 1 voice · 4 citations
    Computer Science · #Artificial Intelligence in Games #cs.AI #cs.CL #cs.CV #cs.GR #cs.LG
  95. I like fish, especially dolphins: Addressing Contradictions in Dialogue Modeling
    2020/12/24 by Yixin Nie, Nie, Yixin, Mary Williamson +7 · 2 citations
    Computer Science · #AI in Service Interactions #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Speech and dialogue systems #Topic Modeling
  96. Improving Generation and Evaluation of Visual Stories via Semantic\n Consistency
    2021/05/20 by Adyasha Maharana, Darryl Hannan, Maharana, Adyasha +3 · 2 citations
    Computer Science · #Multimodal Machine Learning Applications #Video Analysis and Summarization #Artificial Intelligence in Games
  97. Distributed NLI: Learning to Predict Human Opinion Distributions for Language Reasoning
    2021/04/18 by Xiang Zhou, Yixin Nie, Zhou, Xiang +3 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  98. Generating Summaries with Controllable Readability Levels
    2023/10/16 by Leonardo F. R. Ribeiro, Mohit Bansal, Ribeiro, Leonardo F. R. +3 · 3 citations
    Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  99. How can NLP Help Revitalize Endangered Languages? A Case Study and Roadmap for the Cherokee Language
    2022/04/25 by Shiyue Zhang, Ben Frey, Zhang, Shiyue +3 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  100. FactGraph: Evaluating Factuality in Summarization with Semantic Graph Representations
    2022/04/13 by Leonardo F. R. Ribeiro, Ribeiro, Leonardo F. R., Mengwen Liu +7 · 2 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  101. Addressing Semantic Drift in Question Generation for Semi-Supervised Question Answering
    2019/09/13 by Shiyue Zhang, Zhang, Shiyue, Mohit Bansal +1 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  102. DreamRunner: Fine-Grained Compositional Story-to-Video Generation with Retrieval-Augmented Motion Adaptation
    2024/11/25 by Zun Wang, Wang, Zun, Jialu Li +7 · 4 citations
    Engineering · Computer Science · #Human Motion and Animation #Video Analysis and Summarization #Generative Adversarial Networks and Image Synthesis
  103. Extractive is not Faithful: An Investigation of Broad Unfaithfulness Problems in Extractive Summarization
    2022/09/08 by Shiyue Zhang, Zhang, Shiyue, David Wan +3 · 2 citations
    Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  104. Rethinking Interactive Image Segmentation with Low Latency, High Quality, and Diverse Prompts
    2024/03/31 by Qin Liu, Liu, Qin, Jaemin Cho +5 · 3 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Medical Image Segmentation Techniques
  105. LLM Self-Correction with DeCRIM: Decompose, Critique, and Refine for Enhanced Following of Instructions with Multiple Constraints
    2024/10/09 by Thomas Palmeira Ferraz, Ferraz, Thomas Palmeira, Kartik Mehta +19 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Machine Learning (cs.LG) #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques #cs.AI #cs.CL #cs.LG
  106. REAL Sampling: Boosting Factuality and Diversity of Open-Ended Generation via Asymptotic Entropy
    2024/06/11 by Haw-Shiuan Chang, Chang, Haw-Shiuan, Nanyun Peng +7 · 3 citations
    Computer Science · #Bayesian Methods and Mixture Models
  107. Diagnostic Benchmark and Iterative Inpainting for Layout-Guided Image Generation
    2023/04/13 by Jaemin Cho, Cho, Jaemin, Linjie Li +9 · 2 citations
    Computer Science · #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Visual Attention and Saliency Detection
  108. MixCE: Training Autoregressive Language Models by Mixing Forward and Reverse Cross-Entropies
    2023/05/26 by Shiyue Zhang, Shijie Wu, Zhang, Shiyue +11 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  109. Can Language Models Teach Weaker Agents? Teacher Explanations Improve Students via Personalization
    2023/06/15 by Swarnadeep Saha, Saha, Swarnadeep, Peter Hase +3 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Online Learning and Analytics #Topic Modeling
  110. Exploring Continual Learning for Code Generation Models
    2023/07/05 by Prateek Yadav, Yadav, Prateek, Qing Sun +21 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Multimodal Machine Learning Applications #Software Engineering (cs.SE) #Topic Modeling
  111. Hierarchically-Attentive RNN for Album Summarization and Storytelling
    2017/08/09 by Licheng Yu, Mohit Bansal, Yu, Licheng +3 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Video Analysis and Summarization
  112. LACIE: Listener-Aware Finetuning for Confidence Calibration in Large Language Models
    2024/05/31 by Elias Stengel-Eskin, Peter Hase, Stengel-Eskin, Elias +3 · 1 voice · 2 citations
    Computer Science · #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling #cs.AI #cs.CL
  113. MAMM-Refine: A Recipe for Improving Faithfulness in Generation with Multi-Agent Collaboration
    2025/03/19 by David Wan, Justin Chih-Yao Chen, Wan, David +5 · 4 citations
    Computer Science · Social Sciences · #Multi-Agent Systems and Negotiation #Software Engineering Techniques and Practices #Evolutionary Game Theory and Cooperation
  114. Fundamental Problems With Model Editing: How Should Rational Belief Revision Work in LLMs?
    2024/06/27 by Peter Hase, Hase, Peter, Thomas Hofweber +7 · 1 voice · 2 citations
    Computer Science · #Digital Rights Management and Security #cs.AI #cs.CL
  115. Game-Based Video-Context Dialogue
    2018/09/12 by Ramakanth Pasunuru, Pasunuru, Ramakanth, Mohit Bansal +1 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Speech and dialogue systems #Topic Modeling
  116. Dynamic Multi-Level Multi-Task Learning for Sentence Simplification
    2018/06/19 by Han Guo, Guo, Han, Ramakanth Pasunuru +3 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  117. RACCooN: A Versatile Instructional Video Editing Framework with Auto-Generated Narratives
    2024/05/28 by Jaehong Yoon, Yoon, Jaehong, Shoubin Yu +3 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Retrieval and Classification Techniques #Video Analysis and Summarization
  118. ComPEFT: Compression for Communicating Parameter Efficient Updates via Sparsification and Quantization
    2023/11/22 by Prateek Yadav, Yadav, Prateek, Leshem Choshen +5 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  119. AutoSeM: Automatic Task Selection and Mixing in Multi-Task Learning
    2019/04/08 by Han Guo, Ramakanth Pasunuru, Guo, Han +3 · 1 citation
    Computer Science · #Machine Learning and Algorithms #Machine Learning and Data Classification #Gaussian Processes and Bayesian Inference
  120. Learning to Generate Unit Tests for Automated Debugging
    2025/02/03 by Archiki Prasad, Elias Stengel-Eskin, Prasad, Archiki +7 · 4 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques #Real-time simulation and control systems #Software Engineering (cs.SE) #Software Testing and Debugging Techniques
  121. EPiC: Efficient Video Camera Control Learning with Precise Anchor-Video Guidance
    2025/05/28 by Zun Wang, Jaemin Cho, Wang, Zun +11 · 5 citations
    Computer Science · Physics and Astronomy · #Advanced Vision and Imaging #Human Pose and Action Recognition #Model Reduction and Neural Networks
  122. ManyModalQA: Modality Disambiguation and QA over Diverse Inputs
    2020/01/22 by Darryl Hannan, Akshay Jain, Hannan, Darryl +3 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  123. Are language models rational? The case of coherence norms and belief revision
    2024/06/05 by Thomas Hofweber, Hofweber, Thomas, Peter Hase +5 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Topic Modeling
  124. ChrEn: Cherokee-English Machine Translation for Endangered Language Revitalization
    2020/10/09 by Shiyue Zhang, Benjamin Frey, Zhang, Shiyue +3 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  125. Shortcut-Stacked Sentence Encoders for Multi-Domain Inference
    2017/08/07 by Yixin Nie, Nie, Yixin, Mohit Bansal +1 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  126. Knowledge-Aware Reasoning over Multimodal Semi-structured Tables
    2024/08/25 by Suyash Vardhan Mathur, Jainit Sushil Bafna, Mathur, Suyash Vardhan +13 · 2 citations
    Computer Science · #Advanced Database Systems and Queries #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Data Management and Algorithms #Data Mining Algorithms and Applications #FOS: Computer and information sciences
  127. LASeR: Learning to Adaptively Select Reward Models with Multi-Armed Bandits
    2024/10/02 by Manh-Duy Nguyen, Nguyen, Duy, Archiki Prasad +5 · 2 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Computation and Language (cs.CL) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
  128. Summarization Programs: Interpretable Abstractive Summarization with Neural Modular Trees
    2022/09/21 by Swarnadeep Saha, Saha, Swarnadeep, Shiyue Zhang +5 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Software Engineering (cs.SE) #Topic Modeling
  129. One Life to Learn: Inferring Symbolic World Models for Stochastic Environments from Unguided Exploration
    2025/10/14 by Zaid Khan, Khan, Zaid, Archiki Prasad +7 · 3 citations
    Computer Science · Engineering · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reservoir Engineering and Simulation Methods
  130. SiLVR: A Simple Language-based Video Reasoning Framework
    2025/05/30 by Ce Zhang, Yan-Bo Lin, Zhang, Ce +7 · 4 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Video Analysis and Summarization
  131. Non-Sequential Graph Script Induction via Multimedia Grounding
    2023/05/27 by Yu Zhou, Sha Li, Zhou, Yu +11 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Topic Modeling
  132. Who did What: A Large-Scale Person-Centered Cloze Dataset
    2016/08/19 by Takeshi Onishi, Onishi, Takeshi, Hai Wang +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  133. Video-RTS: Rethinking Reinforcement Learning and Test-Time Scaling for Efficient and Enhanced Video Reasoning
    2025/07/09 by Ziyang Wang, Wang, Ziyang, Jaehong Yoon +9 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics
  134. Debiasing Multimodal Models via Causal Information Minimization
    2023/11/28 by Vaidehi Patil, Adyasha Maharana, Patil, Vaidehi +3 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Methodology (stat.ME)
  135. Faithfulness-Aware Decoding Strategies for Abstractive Summarization
    2023/03/06 by David Wan, Mengwen Liu, Wan, David +7 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
  136. VEDIT: Latent Prediction Architecture For Procedural Video Representation Learning
    2024/10/04 by Han Lin, Tushar Nagarajan, Lin, Han +10 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Video Analysis and Summarization
  137. Proposition-Level Clustering for Multi-Document Summarization
    2021/12/16 by Ori Ernst, Avi Caciularu, Ernst, Ori +11 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  138. FactPEGASUS: Factuality-Aware Pre-training and Fine-tuning for Abstractive Summarization
    2022/05/16 by David Wan, Mohit Bansal, Wan, David +1 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
  139. GenerationPrograms: Fine-grained Attribution with Executable Programs
    2025/06/17 by David Wan, Eran Hirsch, Wan, David +7 · 1 citation
    Computer Science · #Distributed and Parallel Computing Systems #Parallel Computing and Optimization Techniques #Distributed systems and fault tolerance
  140. Movie Facts and Fibs (MF2): A Benchmark for Long Movie Understanding
    2025/06/06 by Emmanouil Zaranis, Zaranis, Emmanouil, António Farinhas +59 · 3 citations
    Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Topic Modeling
  141. Explaining and Improving Contrastive Decoding by Extrapolating the Probabilities of a Huge and Hypothetical LM
    2024/11/03 by Haw-Shiuan Chang, Chang, Haw-Shiuan, Nanyun Peng +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  142. CLaMR: Contextualized Late-Interaction for Multimodal Content Retrieval
    2025/06/06 by David Wan, Han Wang, Wan, David +7 · 2 citations
    Computer Science · #Multimodal Machine Learning Applications #Video Analysis and Summarization #Advanced Image and Video Retrieval Techniques
  143. Training-free Guidance in Text-to-Video Generation via Multimodal Planning and Structured Noise Initialization
    2025/04/11 by Jialu Li, Shoubin Yu, Li, Jialu +9 · 2 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Natural Language Processing Techniques #Speech and dialogue systems
  144. Active Video Perception: Iterative Evidence Seeking for Agentic Long Video Understanding
    2025/12/05 by Ziyang Wang, Honglu Zhou, Wang, Ziyang +15 · 2 citations
    Computer Science · #Multimodal Machine Learning Applications #Human Pose and Action Recognition #Generative Adversarial Networks and Image Synthesis
  145. RSQ: Learning from Important Tokens Leads to Better Quantized LLMs
    2025/03/03 by Yi-Lin Sung, Prateek Yadav, Sung, Yi-Lin +7 · 1 citation
    Computer Science · #Advanced Data Storage Technologies #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mathematics, Computing, and Information Processing
  146. Language Models Identify Ambiguities and Exploit Loopholes
    2025/08/27 by Jio Choi, Mohit Bansal, Choi, Jio +3 · 1 voice · 1 citation
    #cs.CL #cs.AI
  147. JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles
    2026/07/30 by Shawn Li, Wei Yang, Jike Zhong +11
    Computer Science · #cs.CV #cs.AI
  148. Searching Videos as Trees: Self-Correcting Agents for Grounded Long Video QA
    2026/07/17 by Ce Zhang, Ziyang Wang, Yulu Pan +6
    #cs.CV