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Jianfeng Gao

  1. Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone
    2024/04/22 by Marah Abdin, Abdin, Marah, Jyoti Aneja +262 · 8 voices · 329 citations
    Computer Science · #Computational Physics and Python Applications
  2. Reinforcement Learning for Reasoning in Large Language Models with One Training Example
    2025/04/29 by Yiping Wang, Qing Yang, Wang, Yiping +27 · 5 voices · 90 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Multimodal Machine Learning Applications #Topic Modeling #cs.AI #cs.CL #cs.LG
  3. Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models
    2024/02/27 by Yixin Liu, Kai Zhang, Liu, Yixin +21 · 3 voices · 104 citations
    Earth and Planetary Sciences · Engineering · #3D Surveying and Cultural Heritage #Satellite Image Processing and Photogrammetry
  4. Augmenting Language Models with Long-Term Memory
    2023/06/12 by Weizhi Wang, Li Dong, Wang, Weizhi +11 · 3 voices · 24 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  5. Instruction Tuning with GPT-4
    2023/04/06 by Baolin Peng, Peng, Baolin, Chunyuan Li +7 · 3 voices · 43 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
  6. Large Language Models: A Survey
    2024/02/09 by Shervin Minaee, Tomas Mikolov, Minaee, Shervin +11 · 5 voices · 114 citations
    Computer Science · #Topic Modeling #cs.AI #cs.CL
  7. Tensor Programs V: Tuning Large Neural Networks via Zero-Shot Hyperparameter Transfer
    2022/03/07 by Greg Yang, Edward J. Hu, Yang, Greg +17 · 5 voices · 32 citations
    Computer Science · Physics and Astronomy · #Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #cond-mat.dis-nn #cs.LG #cs.NE
  8. DeBERTa: Decoding-enhanced BERT with Disentangled Attention
    2020/06/05 by Pengcheng He, Xiaodong Liu, He, Pengcheng +5 · 247 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  9. LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day
    2023/06/01 by Chunyuan Li, Cliff Wong, Li, Chunyuan +15 · 246 citations
    Computer Science · #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
  10. Segment Everything Everywhere All at Once
    2023/04/13 by Xueyan Zou, Zou, Xueyan, Jianwei Yang +15 · 1 voice · 73 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 #cs.CV
  11. MS-Celeb-1M: A Dataset and Benchmark for Large-Scale Face Recognition
    2016/07/27 by Yandong Guo, Lei Zhang, Guo, Yandong +7 · 1 voice · 46 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face and Expression Recognition #Face recognition and analysis #cs.CV
  12. DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training with Gradient-Disentangled Embedding Sharing
    2021/11/18 by Pengcheng He, Jianfeng Gao, He, Pengcheng +3 · 158 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2 #I.7 #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling #cs.CL #cs.GL
  13. Evaluation of Text Generation: A Survey
    2020/06/26 by Asli Celikyilmaz, Aslı Çelikyılmaz, Elizabeth Clark +4 · 1 voice · 17 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
  14. A Diversity-Promoting Objective Function for Neural Conversation Models
    2015/10/11 by Jiwei Li, Michel Galley, Li, Jiwei +7 · 98 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
  15. Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated Feedback
    2023/02/24 by Baolin Peng, Michel Galley, Peng, Baolin +21 · 2 voices · 25 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
  16. Is Self-Repair a Silver Bullet for Code Generation?
    2023/06/16 by Theo X. Olausson, Theo Olausson, Olausson, Theo X. +8 · 2 voices · 26 citations
    Computer Science · #cs.CL #cs.AI #cs.PL #cs.SE
  17. Domain-Specific Language Model Pretraining for Biomedical Natural Language Processing
    2021/10/15 by 裕二 池谷, Robert Tinn, Hao Cheng +6 · 108 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Natural Language Processing Techniques #Biomedical Text Mining and Ontologies
  18. A Persona-Based Neural Conversation Model
    2016/03/19 by Jiwei Li, Michel Galley, Li, Jiwei +10 · 1 voice · 23 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling #cs.CL
  19. GLIGEN: Open-Set Grounded Text-to-Image Generation
    2023/01/17 by Yuheng Li, Haotian Liu, Li, Yuheng +13 · 105 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 #Graphics (cs.GR) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  20. On the Variance of the Adaptive Learning Rate and Beyond
    2019/08/08 by Liyuan Liu, Liu, Liyuan, Haoming Jiang +11 · 82 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Stochastic Gradient Optimization Techniques
  21. Multi-Task Deep Neural Networks for Natural Language Understanding
    2019/01/31 by Xiaodong Liu, Liu, Xiaodong, Pengcheng He +5 · 1 voice · 37 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.CL
  22. The Design and Implementation of XiaoIce, an Empathetic Social Chatbot
    2018/12/21 by Li Zhou, Zhou Li, Zhou, Li +7 · 2 voices · 12 citations
    Computer Science · Social Sciences · #cs.HC #cs.AI #cs.CL
  23. RegionCLIP: Region-based Language-Image Pretraining
    2021/12/16 by Yiwu Zhong, Zhong, Yiwu, Jianwei Yang +19 · 64 citations
    Computer Science · Medicine · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI
  24. LLaVA-Plus: Learning to Use Tools for Creating Multimodal Agents
    2023/11/09 by Shilong Liu, Hao Cheng, Liu, Shilong +23 · 1 voice · 43 citations
    #cs.CV #cs.AI #cs.CL #cs.LG #cs.MM
  25. Florence: A New Foundation Model for Computer Vision
    2021/11/22 by Lu Yuan, Dongdong Chen, Yuan, Lu +43 · 50 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  26. Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs
    2023/10/03 by Suyu Ge, Yunan Zhang, Ge, Suyu +9 · 69 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  27. Chameleon: Plug-and-Play Compositional Reasoning with Large Language Models
    2023/04/19 by Pan Lu, Baolin Peng, Lu, Pan +15 · 1 voice · 40 citations
    Computer Science · #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling #cs.AI #cs.CL #cs.CV #cs.LG
  28. Latent Action Pretraining from Videos
    2024/10/15 by Seonghyeon Ye, Ye, Seonghyeon, Joel Jang +28 · 81 citations
    Computer Science · Engineering · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Human Pose and Action Recognition #Machine Learning (cs.LG) #Robotics (cs.RO) #Video Analysis and Summarization
  29. TraceVLA: Visual Trace Prompting Enhances Spatial-Temporal Awareness for Generalist Robotic Policies
    2024/12/13 by Ruijie Zheng, Zheng, Ruijie, Yongyuan Liang +13 · 87 citations
    Engineering · Computer Science · #Robot Manipulation and Learning #Reinforcement Learning in Robotics
  30. Neural Approaches to Conversational AI
    2018/09/21 by Jianfeng Gao, Michel Galley, Gao, Jianfeng +3 · 1 voice · 7 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.CL
  31. Generalized Decoding for Pixel, Image, and Language
    2022/12/21 by Xueyan Zou, Zi-Yi Dou, Zou, Xueyan +25 · 36 citations
    Computer Science · #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
  32. Agent AI: Surveying the Horizons of Multimodal Interaction
    2024/01/07 by Zane Durante, Durante, Zane, Qiuyuan Huang +25 · 40 citations
    Computer Science · Psychology · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Language, Metaphor, and Cognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Speech and dialogue systems
  33. Unified Language Model Pre-training for Natural Language Understanding\n and Generation
    2019/05/08 by Li Dong, Nan Yang, Dong, Li +15 · 20 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  34. 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)
  35. Multimodal Foundation Models: From Specialists to General-Purpose Assistants
    2023/09/18 by Chunyuan Li, Zhe Gan, Li, Chunyuan +11 · 28 citations
    Computer Science · #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
  36. Cyclical Annealing Schedule: A Simple Approach to Mitigating KL Vanishing
    2019/03/25 by Hao Fu, Chunyuan Li, Fu, Hao +9 · 20 citations
    Computer Science · #Algorithms and Data Compression #Machine Learning and Algorithms
  37. GLIPv2: Unifying Localization and Vision-Language Understanding
    2022/06/12 by Haotian Zhang, Pengchuan Zhang, Zhang, Haotian +17 · 21 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Topic Modeling
  38. Adversarial GLUE: A Multi-Task Benchmark for Robustness Evaluation of Language Models
    2021/11/04 by Boxin Wang, Chejian Xu, Wang, Boxin +13 · 19 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  39. The Illusion of Readiness in Health AI
    2025/09/22 by Yu Gu, Yu‐Cheng Gu, Gu, Yu +64 · 13 voices · 4 citations
    Decision Sciences · Computer Science · #Scientific Computing and Data Management #Topic Modeling
  40. Magma: A Foundation Model for Multimodal AI Agents
    2025/02/18 by Jianwei Yang, Yang, Jianwei, Reuben Tan +23 · 59 citations
    Computer Science · #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies
  41. Towards Learning a Generic Agent for Vision-and-Language Navigation via Pre-training
    2020/02/25 by Weituo Hao, Chunyuan Li, Hao, Weituo +7 · 16 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #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 #Robotics (cs.RO)
  42. StoryGAN: A Sequential Conditional GAN for Story Visualization
    2018/12/06 by Yitong Li, Zhe Gan, Li, Yitong +15 · 14 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
  43. WebQA: Multihop and Multimodal QA
    2021/09/01 by Yingshan Chang, Mridu Narang, Chang, Yingshan +9 · 17 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
  44. Unified Vision-Language Pre-Training for Image Captioning and VQA
    2019/09/24 by Luowei Zhou, Hamid Palangi, Zhou, Luowei +9 · 13 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
  45. Understanding the Difficulty of Training Transformers
    2020/04/17 by Liyuan Liu, Liu, Liyuan, Xiaodong Liu +7 · 15 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Topic Modeling
  46. LLaVA-Grounding: Grounded Visual Chat with Large Multimodal Models
    2023/12/05 by Hao Zhang, Hongyang Li, Zhang, Hao +19 · 24 citations
    Computer Science · Arts and Humanities · #Multimodal Machine Learning Applications #Subtitles and Audiovisual Media #Speech and dialogue systems
  47. An Interactive Agent Foundation Model
    2024/02/08 by Zane Durante, Bidipta Sarkar, Durante, Zane +37 · 1 voice · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO) #cs.AI #cs.LG #cs.RO
  48. Semantic-SAM: Segment and Recognize Anything at Any Granularity
    2023/07/10 by Feng Li, Li, Feng, Hao Zhang +15 · 19 citations
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
  49. A User Simulator for Task-Completion Dialogues
    2016/12/17 by Xiujun Li, Zachary C. Lipton, Li, Xiujun +9 · 16 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
  50. GPT-4V in Wonderland: Large Multimodal Models for Zero-Shot Smartphone GUI Navigation
    2023/11/13 by An Yan, Zhengyuan Yang, Yan, An +21 · 18 citations
    Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Social Robot Interaction and HRI
  51. How much do language models copy from their training data? Evaluating linguistic novelty in text generation using RAVEN
    2021/11/17 by R. Thomas McCoy, McCoy, R. Thomas, Paul Smolensky +7 · 12 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  52. Unified Contrastive Learning in Image-Text-Label Space
    2022/04/07 by Jianwei Yang, Chunyuan Li, Yang, Jianwei +11 · 12 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Cancer-related molecular mechanisms research
  53. KAT: A Knowledge Augmented Transformer for Vision-and-Language
    2021/12/16 by Liangke Gui, Borui Wang, Gui, Liangke +9 · 11 citations
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  54. Learning Customized Visual Models with Retrieval-Augmented Knowledge
    2023/01/17 by Haotian Liu, Liu, Haotian, Kilho Son +11 · 13 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
  55. AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning
    2022/10/31 by Yaqing Wang, Wang, Yaqing, Sahaj Agarwal +11 · 12 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
  56. Generating Informative and Diverse Conversational Responses via\n Adversarial Information Maximization
    2018/09/16 by Yizhe Zhang, Zhang, Yizhe, Michel Galley +11 · 13 citations
    Computer Science · Physics and Astronomy · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Model Reduction and Neural Networks #Topic Modeling
  57. ELEVATER: A Benchmark and Toolkit for Evaluating Language-Augmented Visual Models
    2022/04/19 by Chunyuan Li, Haotian Liu, Li, Chunyuan +19 · 11 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications
  58. Deep Reinforcement Learning with a Natural Language Action Space
    2015/11/14 by Ji He, He, Ji, Jianshu Chen +11 · 11 citations
    Computer Science · #Topic Modeling #Artificial Intelligence in Games #Natural Language Processing Techniques
  59. Matryoshka Multimodal Models
    2024/05/27 by Mu Cai, Cai, Mu, Jianwei Yang +5 · 17 citations
    Engineering · #Advanced Research in Systems and Signal Processing #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)
  60. From Captions to Visual Concepts and Back
    2014/11/18 by Hao Fang, Saurabh Gupta, Fang, Hao +21 · 7 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #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
  61. A Survey on Post-training of Large Language Models
    2025/03/08 by Guiyao Tie, Zeli Zhao, Tie, Guiyao +52 · 1 voice · 9 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Text Readability and Simplification #Topic Modeling #cs.AI #cs.CL
  62. CollabLLM: From Passive Responders to Active Collaborators
    2025/02/02 by Shirley Wu, Wu, Shirley, Michel Galley +17 · 24 citations
    Computer Science · #Semantic Web and Ontologies
  63. Fine-Tuning Large Neural Language Models for Biomedical Natural Language Processing
    2021/12/15 by Robert Tinn, Hao Cheng, Tinn, Robert +13 · 8 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  64. A Hybrid Retrieval-Generation Neural Conversation Model
    2019/04/19 by Yang Liu, Liu Yang, Junjie Hu +17 · 1 voice · 3 citations
    Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling #cs.CL #cs.IR
  65. TopicRNN: A Recurrent Neural Network with Long-Range Semantic Dependency
    2016/11/05 by Adji Bousso Dieng, Dieng, Adji B., Chong Wang +5 · 7 citations
    Computer Science · Social Sciences · #Topic Modeling #Natural Language Processing Techniques #Computational and Text Analysis Methods
  66. On Memory Construction and Retrieval for Personalized Conversational Agents
    2025/02/08 by Zhuoshi Pan, Pan, Zhuoshi, Qianhui Wu +19 · 19 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Recommender Systems and Techniques #Speech and dialogue systems #Topic Modeling
  67. TemporalBench: Benchmarking Fine-grained Temporal Understanding for Multimodal Video Models
    2024/10/14 by Mu Cai, Cai, Mu, Tan, Reuben +23 · 14 citations
    Computer Science · #Multimodal Machine Learning Applications #Human Pose and Action Recognition #Video Analysis and Summarization
  68. GUI-World: A Video Benchmark and Dataset for Multimodal GUI-oriented Understanding
    2024/06/16 by Dongping Chen, Chen, Dongping, Yue Huang +37 · 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 #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Speech and dialogue systems
  69. Few-Shot Generative Conversational Query Rewriting
    2020/06/09 by Yu Shi, Yu, Shi, Jiahua Liu +11 · 5 citations
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  70. Tell Your Model Where to Attend: Post-hoc Attention Steering for LLMs
    2023/11/03 by Qingru Zhang, Zhang, Qingru, Chandan Singh +11 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  71. Neurocompositional computing: From the Central Paradox of Cognition to a new generation of AI systems
    2022/05/02 by Paul Smolensky, R. Thomas McCoy, Smolensky, Paul +7 · 6 citations
    Computer Science · #Cognitive Science and Mapping #Neural Networks and Applications #Topological and Geometric Data Analysis
  72. DeepStack: Deeply Stacking Visual Tokens is Surprisingly Simple and Effective for LMMs
    2024/06/06 by Lingchen Meng, Meng, Lingchen, Jianwei Yang +11 · 10 citations
    Engineering · #Ferroelectric and Negative Capacitance Devices
  73. Towards Consistent Natural-Language Explanations via Explanation-Consistency Finetuning
    2024/01/25 by Yanda Chen, Chen, Yanda, Chandan Singh +11 · 9 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
  74. Interactive Code Generation via Test-Driven User-Intent Formalization
    2022/08/11 by Shuvendu K. Lahiri, Lahiri, Shuvendu K., Aaditya Naik +17 · 6 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Programming Languages (cs.PL) #Software Engineering (cs.SE) #Software Engineering Research #Software Testing and Debugging Techniques #Topic Modeling
  75. Tactical Rewind: Self-Correction via Backtracking in Vision-and-Language Navigation
    2019/03/06 by Liyiming Ke, Xiujun Li, Ke, Liyiming +15 · 4 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
  76. Improving Multi-Task Deep Neural Networks via Knowledge Distillation for Natural Language Understanding
    2019/04/20 by Xiaodong Liu, Pengcheng He, Liu, Xiaodong +5 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  77. GUI-Actor: Coordinate-Free Visual Grounding for GUI Agents
    2025/06/03 by Qianhui Wu, Kanzhi Cheng, Wu, Qianhui +32 · 28 citations
    Computer Science · #Multimodal Machine Learning Applications #Robotic Path Planning Algorithms #Gaze Tracking and Assistive Technology
  78. Bi-KVIL: Keypoints-based Visual Imitation Learning of Bimanual Manipulation Tasks
    2024/03/05 by Jianfeng Gao, Gao, Jianfeng, Jin, Xiaoshu +5 · 8 citations
    Computer Science · Engineering · #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Robot Manipulation and Learning #Robotics (cs.RO) #Teleoperation and Haptic Systems
  79. MindAgent: Emergent Gaming Interaction
    2023/09/18 by Ran Gong, Gong, Ran, Qiuyuan Huang +19 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Multiagent Systems (cs.MA) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  80. Adversarial Training for Large Neural Language Models
    2020/04/20 by Xiaodong Liu, Hao Cheng, Liu, Xiaodong +11 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  81. VinVL: Revisiting Visual Representations in Vision-Language Models
    2021/01/02 by Pengchuan Zhang, Xiujun Li, Xiaowei Hu +5 · 1 voice · 1 citation
    Computer Science · #cs.CV #cs.AI #cs.CL #cs.LG
  82. Robust Navigation with Language Pretraining and Stochastic Sampling
    2019/09/05 by Xiujun Li, Chunyuan Li, Li, Xiujun +13 · 5 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  83. Generative Adapter: Contextualizing Language Models in Parameters with A Single Forward Pass
    2024/11/08 by Tong Chen, Chen, Tong, Hao Fang +13 · 9 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques
  84. Multi-Scale Vision Longformer: A New Vision Transformer for High-Resolution Image Encoding
    2021/03/29 by Pengchuan Zhang, Zhang, Pengchuan, Xiyang Dai +11 · 4 citations
    Computer Science · Medicine · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  85. ConvLab-3: A Flexible Dialogue System Toolkit Based on a Unified Data Format
    2022/11/30 by Qi Zhu, Christian Geishauser, Zhu, Qi +23 · 6 citations
    Computer Science · #AI in Service Interactions #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Speech and dialogue systems #Topic Modeling
  86. Data Formulator 2: Iterative Creation of Data Visualizations, with AI Transforming Data Along the Way
    2024/08/28 by Chenglong Wang, Bongshin Lee, Wang, Chenglong +7 · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computational Physics and Python Applications #Data Visualization and Analytics #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  87. List Items One by One: A New Data Source and Learning Paradigm for Multimodal LLMs
    2024/04/25 by Yan An, Yan, An, Zhengyuan Yang +19 · 8 citations
    Arts and Humanities · Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Lexicography and Language Studies #Natural Language Processing Techniques #Semantic Web and Ontologies
  88. Language Models as Inductive Reasoners
    2022/12/21 by Zonglin Yang, Yang, Zonglin, Li Dong +13 · 5 citations
    Computer Science · #Natural Language Processing Techniques
  89. ExACT: Teaching AI Agents to Explore with Reflective-MCTS and Exploratory Learning
    2024/10/02 by Yu Xiao, Yu, Xiao, Baolin Peng +11 · 11 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning
  90. Taming Sparsely Activated Transformer with Stochastic Experts
    2021/10/08 by Simiao Zuo, Xiaodong Liu, Zuo, Simiao +13 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Multimodal Machine Learning Applications #Topic Modeling
  91. Sequential Attention GAN for Interactive Image Editing
    2018/12/20 by Yu Cheng, Cheng, Yu, Zhe Gan +7 · 3 citations
    Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Video Analysis and Summarization
  92. Bridging Discrete and Backpropagation: Straight-Through and Beyond
    2023/04/17 by Liyuan Liu, Chengyu Dong, Liu, Liyuan +7 · 5 citations
    Computer Science · Physics and Astronomy · #Machine Learning and Data Classification #Neural Networks and Applications #Model Reduction and Neural Networks
  93. Object-driven Text-to-Image Synthesis via Adversarial Training
    2019/02/27 by Wenbo Li, Li, Wenbo, Pengchuan Zhang +11 · 3 citations
    Computer Science · #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
  94. M-Walk: Learning to Walk over Graphs using Monte Carlo Tree Search
    2018/02/12 by Yelong Shen, Shen, Yelong, Jianshu Chen +7 · 5 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Algorithms #Topic Modeling
  95. Stochastic Answer Networks for Machine Reading Comprehension
    2017/12/10 by Xiaodong Liu, Yelong Shen, Liu, Xiaodong +5 · 7 citations
    Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  96. RMM: A Recursive Mental Model for Dialog Navigation
    2020/05/02 by Homero Roman Roman, Roman, Homero Roman, Yonatan Bisk +7 · 3 citations
    Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Speech and dialogue systems
  97. An Empirical Study of Scaling Instruct-Tuned Large Multimodal Models
    2023/09/18 by Yadong Lu, Chunyuan Li, Lu, Yadong +9 · 5 citations
    Computer Science · #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
  98. HittER: Hierarchical Transformers for Knowledge Graph Embeddings
    2020/08/28 by Sanxing Chen, Chen, Sanxing, Xiaodong Liu +9 · 3 citations
    Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  99. Composite Task-Completion Dialogue Policy Learning via Hierarchical Deep Reinforcement Learning
    2017/04/10 by Baolin Peng, Xiujun Li, Peng, Baolin +11 · 3 citations
    Computer Science · #Speech and dialogue systems #Topic Modeling #Multi-Agent Systems and Negotiation
  100. Phi-4-Mini-Reasoning: Exploring the Limits of Small Reasoning Language Models in Math
    2025/04/30 by Haoran Xu, Baolin Peng, Xu, Haoran +25 · 13 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  101. What Makes A Good Story? Designing Composite Rewards for Visual Storytelling
    2019/09/11 by Junjie Hu, Yu Cheng, Hu, Junjie +9 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  102. Pre-training Multi-task Contrastive Learning Models for Scientific Literature Understanding
    2023/05/23 by Yu Zhang, Zhang, Yu, Hao Cheng +9 · 4 citations
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #Digital Libraries (cs.DL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  103. Optimus: Organizing Sentences via Pre-trained Modeling of a Latent Space
    2020/04/05 by Chunyuan Li, Xiang Gao, Li, Chunyuan +11 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  104. Learning Math Reasoning from Self-Sampled Correct and Partially-Correct Solutions
    2022/05/28 by Ansong Ni, Jeevana Priya Inala, Ni, Ansong +11 · 3 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Programming Languages (cs.PL) #Text Readability and Simplification #Topic Modeling
  105. LLaVA-Interactive: An All-in-One Demo for Image Chat, Segmentation, Generation and Editing
    2023/11/01 by Wei-Ge Chen, Irina Spiridonova, Chen, Wei-Ge +7 · 4 citations
    Computer Science · #Multimodal Machine Learning Applications #Speech and dialogue systems #Topic Modeling
  106. MMInference: Accelerating Pre-filling for Long-Context VLMs via Modality-Aware Permutation Sparse Attention
    2025/04/22 by Yucheng Li, Li, Yucheng, Huiqiang Jiang +19 · 12 citations
    Computer Science · Engineering · Medicine · #Advanced Fiber Optic Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Retinal Imaging and Analysis
  107. BBQ-Networks: Efficient Exploration in Deep Reinforcement Learning for Task-Oriented Dialogue Systems
    2016/08/17 by Zachary C. Lipton, Xiujun Li, Lipton, Zachary C. +9 · 3 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE) #Reinforcement Learning in Robotics #Speech and dialogue systems #Topic Modeling
  108. Visually-Augmented Language Modeling
    2022/05/20 by Weizhi Wang, Wang, Weizhi, Dong Li +13 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  109. ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems
    2020/02/12 by Qi Zhu, Zheng Zhang, Zhu, Qi +17 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  110. Efficient Self-supervised Vision Transformers for Representation Learning
    2021/06/17 by Chunyuan Li, Jianwei Yang, Li, Chunyuan +13 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #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
  111. Is Your Goal-Oriented Dialog Model Performing Really Well? Empirical Analysis of System-wise Evaluation
    2020/05/15 by Ryuichi Takanobu, Takanobu, Ryuichi, Qi Zhu +9 · 2 citations
    Computer Science · #Speech and dialogue systems #Topic Modeling #Natural Language Processing Techniques
  112. Diversifying the Expert Knowledge for Task-Agnostic Pruning in Sparse Mixture-of-Experts
    2024/07/12 by Zeliang Zhang, Xiaodong Liu, Zhang, Zeliang +7 · 5 citations
    Computer Science · #Data Stream Mining Techniques #Mobile Crowdsensing and Crowdsourcing
  113. DataGen: Unified Synthetic Dataset Generation via Large Language Models
    2024/06/27 by Yi Huang, Huang, Yue, Siyuan Wu +19 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  114. Open Domain Question Answering with A Unified Knowledge Interface
    2021/10/16 by Kaixin Ma, Hao Cheng, Ma, Kaixin +7 · 2 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
  115. Simplifying DINO via Coding Rate Regularization
    2025/02/14 by Ziyang Wu, Wu, Ziyang, Jingyuan Zhang +13 · 6 citations
    Computer Science · #Advanced Data Compression Techniques
  116. AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning
    2022/05/24 by Yaqing Wang, Wang, Yaqing, Subhabrata Mukherjee +10 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  117. Iterative Self-Tuning LLMs for Enhanced Jailbreaking Capabilities
    2024/10/24 by Sun, Chung-En, Xiaodong Liu, Liu, Xiaodong +11 · 5 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Digital and Cyber Forensics #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Machine Learning (cs.LG)
  118. GODEL: Large-Scale Pre-Training for Goal-Directed Dialog
    2022/06/22 by Baolin Peng, Michel Galley, Peng, Baolin +15 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  119. Few-shot Natural Language Generation for Task-Oriented Dialog
    2020/02/27 by Baolin Peng, Peng, Baolin, Chenguang Zhu +11 · 5 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
  120. Optimizing Bi-Encoder for Named Entity Recognition via Contrastive Learning
    2022/08/30 by Sheng Zhang, Hao Cheng, Zhang, Sheng +5 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  121. Florence-VL: Enhancing Vision-Language Models with Generative Vision Encoder and Depth-Breadth Fusion
    2024/12/05 by Jiuhai Chen, Jianwei Yang, Chen, Jiuhai +11 · 5 citations
    Earth and Planetary Sciences · Computer Science · Engineering · #3D Surveying and Cultural Heritage #Advanced Image and Video Retrieval Techniques #Robotics and Sensor-Based Localization
  122. Chain-of-Skills: A Configurable Model for Open-domain Question Answering
    2023/05/04 by Kaixin Ma, Ma, Kaixin, Hao Cheng +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  123. Stochastic Answer Networks for SQuAD 2.0
    2018/09/24 by Xiaodong Liu, Wei Li, Liu, Xiaodong +9 · 3 citations
    Computer Science · #Topic Modeling #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
  124. Basic Reasoning with Tensor Product Representations
    2016/01/12 by Paul Smolensky, Smolensky, Paul, Moontae Lee +9 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computational Physics and Python Applications #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  125. Link Prediction using Embedded Knowledge Graphs
    2016/11/14 by Yelong Shen, Shen, Yelong, Po-Sen Huang +5 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #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
  126. CMT in TREC-COVID Round 2: Mitigating the Generalization Gaps from Web to Special Domain Search
    2020/11/03 by Chenyan Xiong, Xiong, Chenyan, Zhenghao Liu +17 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  127. Jointly Optimizing Diversity and Relevance in Neural Response Generation
    2019/02/28 by Xiang Gao, Sung‐Jin Lee, Gao, Xiang +11 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  128. SciEx: Benchmarking Large Language Models on Scientific Exams with Human Expert Grading and Automatic Grading
    2024/06/14 by Tu Anh Dinh, Carlos Mullov, Dinh, Tu Anh +32 · 3 citations
    Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7
  129. A Controllable Model of Grounded Response Generation
    2020/05/01 by Zeqiu Wu, Michel Galley, Wu, Zeqiu +19 · 1 citation
    Computer Science · Psychology · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mental Health via Writing #Natural Language Processing Techniques #Topic Modeling
  130. Learning Semantic Representations for the Phrase Translation Model
    2013/11/28 by Jianfeng Gao, Gao, Jianfeng, Xiaodong He +5 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
  131. Adversarial Regularization as Stackelberg Game: An Unrolled Optimization Approach
    2021/04/11 by Simiao Zuo, Liang Chen, Zuo, Simiao +13 · 1 citation
    Computer Science · #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
  132. Token-wise Curriculum Learning for Neural Machine Translation
    2021/03/20 by Liang Chen, Liang, Chen, Haoming Jiang +11 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  133. Elevating Visual Perception in Multimodal LLMs with Visual Embedding Distillation
    2024/12/12 by Jitesh Jain, Jain, Jitesh, Zhengyuan Yang +7 · 3 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Semantic Web and Ontologies #Video Analysis and Summarization
  134. Dyna-Think: Synergizing Reasoning, Acting, and World Model Simulation in AI Agents
    2025/05/31 by Yu Xiao, Yu, Xiao, Baolin Peng +13 · 6 citations
    Computer Science · #Multi-Agent Systems and Negotiation #AI-based Problem Solving and Planning #Reinforcement Learning in Robotics
  135. Mechanisms of Symbol Processing for In-Context Learning in Transformer Networks
    2024/10/23 by Paul Smolensky, R. García Fernández, Smolensky, Paul +11 · 1 voice · 1 citation
    Social Sciences · Computer Science · Materials Science · #Language and cultural evolution #Evolutionary Algorithms and Applications #Machine Learning in Materials Science
  136. FlowRL: Matching Reward Distributions for LLM Reasoning
    2025/09/18 by Xuekai Zhu, Daixuan Cheng, Zhu, Xuekai +43 · 2 voices · 6 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) #Reinforcement Learning in Robotics #Topic Modeling #cs.AI #cs.CL #cs.LG
  137. A Survey of Knowledge-Intensive NLP with Pre-Trained Language Models
    2022/02/17 by Da Yin, Dong Li, Yin, Da +11 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  138. Toward Self-learning End-to-End Task-Oriented Dialog Systems
    2022/01/18 by Xiaoying Zhang, Baolin Peng, Zhang, Xiaoying +5 · 1 citation
    Computer Science · #Topic Modeling #Data Stream Mining Techniques #Speech and dialogue systems
  139. Explaining Patterns in Data with Language Models via Interpretable Autoprompting
    2022/10/04 by Chandan Singh, John X. Morris, Singh, Chandan +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Neurons and Cognition (q-bio.NC) #Topic Modeling
  140. Generative causal testing to bridge data-driven models and scientific theories in language neuroscience
    2024/10/01 by Richard Antonello, Chandan Singh, Antonello, Richard +12 · 2 citations
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Biological sciences #FOS: Computer and information sciences #Language and cultural evolution #Natural Language Processing Techniques #Neurons and Cognition (q-bio.NC) #Topic Modeling
  141. Efficient Long Sequence Modeling via State Space Augmented Transformer
    2022/12/15 by Simiao Zuo, Xiaodong Liu, Zuo, Simiao +11 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  142. BiomedParse: a biomedical foundation model for image parsing of everything everywhere all at once
    2024/05/21 by Theodore Zhao, Yu Gu, Jianwei Yang +12 · 1 voice
    Computer Science · #cs.CV
  143. Decoder-Hybrid-Decoder Architecture for Efficient Reasoning with Long Generation
    2025/07/09 by Liliang Ren, Ren, Liliang, Congcong Chen +23 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
  144. Sparse Backpropagation for MoE Training
    2023/10/01 by Liyuan Liu, Jianfeng Gao, Liu, Liyuan +3 · 1 citation
    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 #Machine Learning (cs.LG) #Machine Learning and ELM #Multimodal Machine Learning Applications
  145. Learning a Decision Tree Algorithm with Transformers
    2024/02/06 by Yufan Zhuang, Liyuan Liu, Zhuang, Yufan +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG)
  146. SimulatorArena: Are User Simulators Reliable Proxies for Multi-Turn Evaluation of AI Assistants?
    2025/10/06 by Yao Dou, Michel Galley, Dou, Yao +15 · 2 citations
    Computer Science · #AI in Service Interactions
  147. HUBERT Untangles BERT to Improve Transfer across NLP Tasks
    2019/10/25 by Mehrad Moradshahi, Hamid Palangi, Moradshahi, Mehrad +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  148. Multi-View Learning for Vision-and-Language Navigation
    2020/03/02 by Qiaolin Xia, Xia, Qiaolin, Xiujun Li +13 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #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
  149. Few-Shot Named Entity Recognition: A Comprehensive Study
    2020/12/29 by Jiaxin Huang, Chunyuan Li, Huang, Jiaxin +15 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  150. Model Tells Itself Where to Attend: Faithfulness Meets Automatic Attention Steering
    2024/09/16 by Qingru Zhang, Xiaodong Yu, Zhang, Qingru +15 · 1 citation
    Neuroscience · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mind wandering and attention #Religion, Spirituality, and Psychology
  151. Bi-directional Attention with Agreement for Dependency Parsing
    2016/08/06 by Hao Cheng, Hao Fang, Cheng, Hao +7 · 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 #Speech and dialogue systems #Topic Modeling
  152. Interpretable Next-token Prediction via the Generalized Induction Head
    2024/10/31 by Eunji Kim, Sriya Mantena, Kim, Eunji +9 · 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 #Topic Modeling
  153. A Multimodal Biomedical Foundation Model Trained from Fifteen Million Image–Text Pairs
    2024/12/20 by Sheng Zhang, Yanbo Xu, Naoto Usuyama +22 · 1 voice · 1 citation
    Computer Science · Medicine · #AI in cancer detection #Multimodal Machine Learning Applications #Radiomics and Machine Learning in Medical Imaging
  154. ReToken: One Token to Improve Vision-Language Models for Visual Retrieval
    2026/07/30 by Yao Xiao, Reuben Tan, Zhen Zhu +3
    Computer Science · #cs.AI #cs.CV #cs.LG
  155. Weak-to-Strong On-Policy Distillation
    2026/07/28 by Fangxu Yu, Zinan Lin, Xiaodong Liu +4
    Computer Science · #cs.LG
  156. OpenForgeRL: Train Harness-native Agents in Any Environment
    2026/07/23 by Xiao Yu, Baolin Peng, Ruize Xu +7
    #cs.AI #cs.CL