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Caiming Xiong

  1. Pointer Sentinel Mixture Models
    2016/09/26 by Stephen Merity, Caiming Xiong, Merity, Stephen +5 · 420 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
  2. BLIP: Bootstrapping Language-Image Pre-training for Unified Vision-Language Understanding and Generation
    2022/01/28 by Junnan Li, Li, Junnan, Dongxu Li +5 · 550 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Topic Modeling
  3. Dynamic Memory Networks for Visual and Textual Question Answering
    2016/03/04 by Caiming Xiong, Stephen Merity, Xiong, Caiming +3 · 1 voice · 36 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Multimodal Machine Learning Applications #Topic Modeling #cs.CL #cs.CV #cs.NE
  4. Align before Fuse: Vision and Language Representation Learning with Momentum Distillation
    2021/07/16 by Junnan Li, Li, Junnan, Ramprasaath R. Selvaraju +9 · 130 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Topic Modeling
  5. CodeGen: An Open Large Language Model for Code with Multi-Turn Program Synthesis
    2022/03/25 by Erik Nijkamp, Nijkamp, Erik, Bo Pang +13 · 131 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Programming Languages (cs.PL) #Software Engineering Research #Software Engineering Techniques and Practices #Software Testing and Debugging Techniques
  6. Diffusion Model Alignment Using Direct Preference Optimization
    2023/11/21 by Bram Wallace, Wallace, Bram, Meihua Dang +17 · 168 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Recommender Systems and Techniques #Topic Modeling
  7. Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning
    2017/08/31 by Victor W. Zhong, Zhong, Victor, Caiming Xiong +3 · 81 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Management and Algorithms #Data Mining Algorithms and Applications #Data Stream Mining Techniques #FOS: Computer and information sciences
  8. CRMArena-Pro: Holistic Assessment of LLM Agents Across Diverse Business Scenarios and Interactions
    2025/05/24 by Kung-Hsiang Huang, Akshara Prabhakar, Huang, Kung-Hsiang +15 · 9 voices · 15 citations
    Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #Big Data and Business Intelligence #Open Source Software Innovations
  9. CTRL: A Conditional Transformer Language Model for Controllable Generation
    2019/09/11 by Nitish Shirish Keskar, Keskar, Nitish Shirish, Bryan McCann +7 · 105 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
  10. Unified Training of Universal Time Series Forecasting Transformers
    2024/02/04 by Gerald Woo, Woo, Gerald, Chenghao Liu +8 · 135 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
  11. A Deep Reinforced Model for Abstractive Summarization
    2017/05/11 by Romain Paulus, Caiming Xiong, Paulus, Romain +3 · 101 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
  12. Large language models generate functional protein sequences across diverse families
    2023/01/26 by Ali Madani, Ben Krause, Eric R. Greene +10 · 1 voice · 67 citations
    Biochemistry, Genetics and Molecular Biology · #RNA and protein synthesis mechanisms #Machine Learning in Bioinformatics #Protein Structure and Dynamics
  13. Prototypical Contrastive Learning of Unsupervised Representations
    2020/05/11 by Junnan Li, Pan Zhou, Li, Junnan +5 · 56 citations
    Computer Science · #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 Data Classification #Multimodal Machine Learning Applications
  14. Aguvis: Unified Pure Vision Agents for Autonomous GUI Interaction
    2024/12/05 by Yiheng Xu, Zekun Wang, Xu, Yiheng +15 · 1 voice · 88 citations
    Computer Science · #Augmented Reality Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Robotic Path Planning Algorithms #Virtual Reality Applications and Impacts #cs.CL
  15. Transformers as Statisticians: Provable In-Context Learning with In-Context Algorithm Selection
    2023/06/07 by Yu Bai, Bai, Yu, Fan Chen +7 · 1 voice · 38 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Explainable Artificial Intelligence (XAI) #cs.AI #cs.CL #cs.LG #math.ST #stat.ML
  16. BookSum: A Collection of Datasets for Long-form Narrative Summarization
    2021/05/18 by Wojciech Kryściński, Kryściński, Wojciech, Nazneen Fatema Rajani +7 · 33 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  17. ULIP: Learning a Unified Representation of Language, Images, and Point Clouds for 3D Understanding
    2022/12/10 by Le Xue, Xue, Le, Mingfei Gao +15 · 41 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  18. RLHF Workflow: From Reward Modeling to Online RLHF
    2024/05/13 by Hanze Dong, Wei Xiong, Dong, Hanze +17 · 55 citations
    Decision Sciences · Engineering · #Advanced Control Systems Optimization #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Simulation Techniques and Applications
  19. BLIP3-o: A Family of Fully Open Unified Multimodal Models-Architecture, Training and Dataset
    2025/05/14 by Jiuhai Chen, Zhiyang Xu, Chen, Jiuhai +23 · 125 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Speech and dialogue systems
  20. Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows
    2024/11/12 by Fangyu Lei, Jixuan Chen, Lei, Fangyu +29 · 66 citations
    Business, Management and Accounting · Computer Science · Decision Sciences · #Business Process Modeling and Analysis #Service-Oriented Architecture and Web Services #Scientific Computing and Data Management
  21. UniControl: A Unified Diffusion Model for Controllable Visual Generation In the Wild
    2023/05/18 by Can Qin, Shu Zhang, Qin, Can +23 · 34 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
  22. CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain\n Natural Language Interfaces to Databases
    2019/09/11 by Tao Yu, Rui Zhang, Yu, Tao +47 · 23 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
  23. FOLIO: Natural Language Reasoning with First-Order Logic
    2022/09/02 by Simeng Han, Hailey Schoelkopf, Han, Simeng +58 · 27 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Explainable Artificial Intelligence (XAI)
  24. Binding Language Models in Symbolic Languages
    2022/10/06 by Zhoujun Cheng, Cheng, Zhoujun, Tianbao Xie +21 · 27 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research
  25. A Comprehensive Survey on Pretrained Foundation Models: A History from BERT to ChatGPT
    2023/02/18 by Ce Zhou, Qian Li, Zhou, Ce +35 · 29 citations
    Computer Science · Business, Management and Accounting · Social Sciences · #Topic Modeling #FinTech, Crowdfunding, Digital Finance #Artificial Intelligence in Law
  26. APIGen: Automated Pipeline for Generating Verifiable and Diverse Function-Calling Datasets
    2024/06/26 by Zuxin Liu, Thai Hoang, Liu, Zuxin +31 · 43 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scientific Computing and Data Management #Software Engineering (cs.SE) #Time Series Analysis and Forecasting
  27. Quasi-Recurrent Neural Networks
    2016/11/05 by James Bradbury, Bradbury, James, Stephen Merity +5 · 31 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  28. BOLT: Bootstrap Long Chain-of-Thought in Language Models without Distillation
    2025/02/06 by Bo Pang, Hanze Dong, Pang, Bo +9 · 2 voices · 8 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  29. HIVE: Harnessing Human Feedback for Instructional Visual Editing
    2023/03/16 by Shu Zhang, Zhang, Shu, Xinyi Yang +21 · 25 citations
    Computer Science · #Multimodal Machine Learning Applications
  30. GIFT-Eval: A Benchmark For General Time Series Forecasting Model Evaluation
    2024/10/14 by Taha Aksu, Gerald Woo, Aksu, Taha +13 · 46 citations
    Computer Science · Decision Sciences · #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
  31. QAFactEval: Improved QA-Based Factual Consistency Evaluation for Summarization
    2021/12/16 by Alexander R. Fabbri, Chien-Sheng Wu, Fabbri, Alexander R. +5 · 17 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
  32. Moirai-MoE: Empowering Time Series Foundation Models with Sparse Mixture of Experts
    2024/10/14 by Xu Liu, Liu, Xu, Juncheng Liu +17 · 38 citations
    Computer Science · Engineering · #Time Series Analysis and Forecasting #Traffic Prediction and Management Techniques #Anomaly Detection Techniques and Applications
  33. xGen-MM (BLIP-3): A Family of Open Large Multimodal Models
    2024/08/16 by Le Xue, Xue, Le, Manli Shu +57 · 34 citations
    Computer Science · #Speech and dialogue systems #Multi-Agent Systems and Negotiation
  34. CodeGen2: Lessons for Training LLMs on Programming and Natural Languages
    2023/05/03 by Erik Nijkamp, Nijkamp, Erik, Hiroaki Hayashi +7 · 20 citations
    Computer Science · Engineering · #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Software Engineering Research #Topic Modeling
  35. The Natural Language Decathlon: Multitask Learning as Question Answering
    2018/06/20 by Bryan McCann, McCann, Bryan, Nitish Shirish Keskar +5 · 21 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 #Speech and dialogue systems #Topic Modeling
  36. Consent in Crisis: The Rapid Decline of the AI Data Commons
    2024/07/20 by Shayne Longpre, Longpre, Shayne, Robert Mahari +104 · 5 voices · 13 citations
    Computer Science · Social Sciences · #Ethics and Social Impacts of AI #Privacy, Security, and Data Protection #Privacy-Preserving Technologies in Data #cs.AI #cs.CL #cs.LG
  37. ChatGPT's One-year Anniversary: Are Open-Source Large Language Models Catching up?
    2023/11/28 by Hailin Chen, Chen, Hailin, Fangkai Jiao +13 · 3 voices
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Topic Modeling #cs.CL
  38. MINT-1T: Scaling Open-Source Multimodal Data by 10x: A Multimodal Dataset with One Trillion Tokens
    2024/06/17 by Anas Awadalla, Awadalla, Anas, Le Xue +26 · 1 voice · 8 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #cs.CV #cs.LG
  39. OpenAgents: An Open Platform for Language Agents in the Wild
    2023/10/16 by Tianbao Xie, Xie, Tianbao, Fan Zhou +29 · 21 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation
  40. xLAM: A Family of Large Action Models to Empower AI Agent Systems
    2024/09/05 by Jianguo Zhang, Zhang, Jianguo, Tian Lan +41 · 31 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation
  41. AdaFrame: Adaptive Frame Selection for Fast Video Recognition
    2018/11/29 by Zuxuan Wu, Caiming Xiong, Wu, Zuxuan +7 · 10 citations
    Computer Science · #Multimodal Machine Learning Applications #Human Pose and Action Recognition #Domain Adaptation and Few-Shot Learning
  42. APIGen-MT: Agentic Pipeline for Multi-Turn Data Generation via Simulated Agent-Human Interplay
    2025/04/04 by Akshara Prabhakar, Prabhakar, Akshara, Zuxin Liu +27 · 47 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Generative Adversarial Networks and Image Synthesis
  43. Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering
    2019/11/24 by Akari Asai, Kazuma Hashimoto, Asai, Akari +7 · 13 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  44. FastIF: Scalable Influence Functions for Efficient Model Interpretation and Debugging
    2020/12/31 by Han Guo, Nazneen Fatema Rajani, Guo, Han +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
  45. Knowing When to Look: Adaptive Attention via A Visual Sentinel for Image Captioning
    2016/12/06 by Jiasen Lu, Caiming Xiong, Lu, Jiasen +5 · 18 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
  46. GraPPa: Grammar-Augmented Pre-Training for Table Semantic Parsing
    2020/09/29 by Tao Yu, Chien-Sheng Wu, Yu, Tao +15 · 13 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
  47. A Minimalist Approach to LLM Reasoning: from Rejection Sampling to Reinforce
    2025/04/15 by Wei Xiong, Jiarui Yao, Xiong, Wei +18 · 49 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 (stat.ML) #Multimodal Machine Learning Applications #Topic Modeling
  48. Ensemble of Averages: Improving Model Selection and Boosting Performance in Domain Generalization
    2021/10/21 by Devansh Arpit, Huan Wang, Arpit, Devansh +5 · 11 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #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
  49. Improved Online Conformal Prediction via Strongly Adaptive Online Learning
    2023/02/15 by Aadyot Bhatnagar, Huan Wang, Bhatnagar, Aadyot +5 · 13 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Healthcare #Methodology (stat.ME) #Statistics Theory (math.ST)
  50. Towards Theoretically Understanding Why SGD Generalizes Better Than ADAM in Deep Learning
    2020/10/12 by Pan Zhou, Zhou, Pan, Jiashi Feng +9 · 10 citations
    Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications #Optimization and Control (math.OC) #Stochastic Gradient Optimization Techniques
  51. End-to-End Dense Video Captioning with Masked Transformer
    2018/04/03 by Luowei Zhou, Zhou, Luowei, Yingbo Zhou +7 · 8 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
  52. BERTology Meets Biology: Interpreting Attention in Protein Language\n Models
    2020/06/26 by Jesse Vig, Vig, Jesse, Ali Madani +9 · 9 citations
    Biochemistry, Genetics and Molecular Biology · #Bioinformatics and Genomic Networks #Biomolecules (q-bio.BM) #Computation and Language (cs.CL) #FOS: Biological sciences #FOS: Computer and information sciences #I.2 #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #Protein Structure and Dynamics
  53. A Closer Look at Deep Learning Heuristics: Learning rate restarts, Warmup and Distillation
    2018/10/29 by Akhilesh Deepak Gotmare, Nitish Shirish Keskar, Gotmare, Akhilesh +5 · 8 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Neural Networks and Applications
  54. Bridging Textual and Tabular Data for Cross-Domain Text-to-SQL Semantic Parsing
    2020/12/23 by Xi Lin, Richard Socher, Lin, Xi Victoria +3 · 11 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research
  55. Summary of a Haystack: A Challenge to Long-Context LLMs and RAG Systems
    2024/07/01 by Philippe Laban, Laban, Philippe, Alexander R. Fabbri +5 · 19 citations
    Computer Science · #Semantic Web and Ontologies #Library Science and Information Systems #Research Data Management Practices
  56. Policy Finetuning: Bridging Sample-Efficient Offline and Online Reinforcement Learning
    2021/06/09 by Tengyang Xie, Xie, Tengyang, Nan Jiang +7 · 11 citations
    Computer Science · #Reinforcement Learning in Robotics #Adversarial Robustness in Machine Learning #Machine Learning and Algorithms
  57. CoMatch: Semi-supervised Learning with Contrastive Graph Regularization
    2020/11/23 by Junnan Li, Caiming Xiong, Li, Junnan +3 · 9 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #AI in cancer detection
  58. Reward-Guided Speculative Decoding for Efficient LLM Reasoning
    2025/01/31 by Baohao Liao, Yuhui Xu, Liao, Baohao +13 · 29 citations
    Computer Science · #Natural Language Processing Techniques
  59. UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models
    2022/01/16 by Tianbao Xie, Xie, Tianbao, Chen Wu +43 · 9 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  60. Transferable Multi-Domain State Generator for Task-Oriented Dialogue Systems
    2019/05/21 by Chien-Sheng Wu, Wu, Chien-Sheng, Andrea Madotto +9 · 10 citations
    Computer Science · #Speech and dialogue systems #Topic Modeling #AI in Service Interactions
  61. Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human Evaluation
    2022/12/15 by Yixin Liu, Alexander R. Fabbri, Liu, Yixin +19 · 10 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  62. Use All The Labels: A Hierarchical Multi-Label Contrastive Learning Framework
    2022/04/27 by Shu Zhang, Ran Xu, Zhang, Shu +5 · 9 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 #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Text and Document Classification Technologies
  63. 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
  64. Keeping Your Distance: Solving Sparse Reward Tasks Using Self-Balancing Shaped Rewards
    2019/11/04 by Alexander T. Trott, Trott, Alexander, Stephan Zheng +6 · 6 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Reinforcement Learning in Robotics #Robotics and Sensor-Based Localization
  65. Beyond the Chat: Executable and Verifiable Text-Editing with LLMs
    2023/09/27 by Philippe Laban, Jesse Vig, Laban, Philippe +7 · 11 citations
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Text Readability and Simplification #Topic Modeling #Wikis in Education and Collaboration
  66. FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows"
    2024/09/30 by Yifei Ming, Ming, Yifei, Senthil Purushwalkam +11 · 15 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  67. Language Models are Hidden Reasoners: Unlocking Latent Reasoning Capabilities via Self-Rewarding
    2024/11/06 by Haolin Chen, Chen, Haolin, Yihao Feng +19 · 2 voices · 12 citations
    Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #I.2.7 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG #stat.ML
  68. Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization
    2023/08/04 by Weiran Yao, Shelby Heinecke, Yao, Weiran +27 · 10 citations
    Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  69. DART: Open-Domain Structured Data Record to Text Generation
    2020/07/06 by Linyong Nan, Dragomir Radev, Nan, Linyong +45 · 6 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  70. CRMArena: Understanding the Capacity of LLM Agents to Perform Professional CRM Tasks in Realistic Environments
    2024/11/04 by Kung-Hsiang Huang, Akshara Prabhakar, Huang, Kung-Hsiang +15 · 16 citations
    Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #Multi-Agent Systems and Negotiation
  71. FOFO: A Benchmark to Evaluate LLMs' Format-Following Capability
    2024/02/28 by Congying Xia, Chen Xing, Xia, Congying +13 · 11 citations
    Computer Science · #Library Science and Information Systems
  72. DialFact: A Benchmark for Fact-Checking in Dialogue
    2021/10/15 by Prakhar Gupta, Gupta, Prakhar, Chien-Sheng Wu +5 · 7 citations
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Misinformation and Its Impacts #Text Readability and Simplification #Topic Modeling
  73. Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?
    2024/07/15 by Ruisheng Cao, Cao, Ruisheng, Fangyu Lei +43 · 13 citations
    Computer Science · #Semantic Web and Ontologies
  74. PerfCodeGen: Improving Performance of LLM Generated Code with Execution Feedback
    2024/11/18 by Yün Peng, Peng, Yun, Akhilesh Deepak Gotmare +9 · 13 citations
    Computer Science · #Advanced Data Storage Technologies #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Data Classification #Parallel Computing and Optimization Techniques #Programming Languages (cs.PL) #Software Engineering (cs.SE)
  75. Generative Frame Sampler for Long Video Understanding
    2025/03/12 by Linli Yao, Yao, Linli, Haoning Wu +13 · 18 citations
    Computer Science · #Advanced Vision and Imaging
  76. GTA1: GUI Test-time Scaling Agent
    2025/07/08 by Yanqiang Yang, Yang, Yan, Dongxu Li +25 · 40 citations
    Computer Science · Psychology · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Social Robot Interaction and HRI
  77. JudgeRank: Leveraging Large Language Models for Reasoning-Intensive Reranking
    2024/10/31 by Tong Niu, Niu, Tong, Shafiq Joty +9 · 13 citations
    Computer Science · #Topic Modeling
  78. Diversity Empowers Intelligence: Integrating Expertise of Software Engineering Agents
    2024/08/13 by Kexun Zhang, Zhang, Kexun, Weiran Yao +29 · 12 citations
    Computer Science · Social Sciences · #Open Source Software Innovations #Multi-Agent Systems and Negotiation #Ethics and Social Impacts of AI
  79. ThinK: Thinner Key Cache by Query-Driven Pruning
    2024/07/30 by Yuhui Xu, Zhanming Jie, Xu, Yuhui +15 · 10 citations
    Computer Science · #Advanced Data Storage Technologies #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Parallel Computing and Optimization Techniques
  80. Editing-Based SQL Query Generation for Cross-Domain Context-Dependent Questions
    2019/09/02 by Rui Zhang, Yu Tao, Zhang, Rui +17 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
  81. Long Document Summarization with Top-down and Bottom-up Inference
    2022/03/15 by Bo Pang, Pang, Bo, Erik Nijkamp +9 · 5 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  82. How Do Transformers Learn In-Context Beyond Simple Functions? A Case Study on Learning with Representations
    2023/10/16 by Tianyu Guo, Wei Hu, Guo, Tianyu +10 · 7 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  83. Proposal Learning for Semi-Supervised Object Detection
    2020/01/15 by Peng Tang, Tang, Peng, Chetan Ramaiah +7 · 5 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  84. Identifying Generalization Properties in Neural Networks
    2018/09/19 by Huan Wang, Wang, Huan, Nitish Shirish Keskar +5 · 10 citations
    Computer Science · Materials Science · #Neural Networks and Applications #Machine Learning in Materials Science #Domain Adaptation and Few-Shot Learning
  85. BOLAA: Benchmarking and Orchestrating LLM-augmented Autonomous Agents
    2023/08/11 by Zhiwei Liu, Liu, Zhiwei, Weiran Yao +27 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Topic Modeling
  86. CodeXEmbed: A Generalist Embedding Model Family for Multiligual and Multi-task Code Retrieval
    2024/11/19 by Ye Liu, Rui Meng, Liu, Ye +11 · 12 citations
    Computer Science · #Advanced Computational Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE) #Software Engineering Research
  87. Learned in Translation: Contextualized Word Vectors
    2017/08/01 by Bryan McCann, James Bradbury, McCann, Bryan +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 #Sentiment Analysis and Opinion Mining #Topic Modeling
  88. Catastrophic Fisher Explosion: Early Phase Fisher Matrix Impacts\n Generalization
    2020/12/28 by Stanisław Jastrzȩbski, Devansh Arpit, Jastrzebski, Stanislaw +15 · 4 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Neural Networks and Applications #Stochastic Gradient Optimization Techniques
  89. Embrace Divergence for Richer Insights: A Multi-document Summarization Benchmark and a Case Study on Summarizing Diverse Information from News Articles
    2023/09/17 by Kung-Hsiang Huang, Philippe Laban, Huang, Kung-Hsiang +11 · 6 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text and Document Classification Technologies
  90. AgentOhana: Design Unified Data and Training Pipeline for Effective Agent Learning
    2024/02/23 by Jianguo Zhang, Tian Lan, Zhang, Jianguo +31 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation
  91. Open Vocabulary Object Detection with Pseudo Bounding-Box Labels
    2021/11/18 by Mingfei Gao, Gao, Mingfei, Xing Chen +11 · 4 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  92. TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented Dialogue
    2020/04/15 by Chien-Sheng Wu, Steven C. H. Hoi, Wu, Chien-Sheng +5 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Speech and dialogue systems #Text Readability and Simplification #Topic Modeling
  93. Fair Abstractive Summarization of Diverse Perspectives
    2023/11/14 by Yusen Zhang, Nan Zhang, Zhang, Yusen +21 · 6 citations
    Social Sciences · #Computational and Text Analysis Methods
  94. Explore, Discover and Learn: Unsupervised Discovery of State-Covering Skills
    2020/02/10 by Víctor Campos, Alexander T. Trott, Campos, Víctor +10 · 3 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Auction Theory and Applications #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
  95. CTRLsum: Towards Generic Controllable Text Summarization
    2020/12/08 by Junxian He, Wojciech Kryściński, He, Junxian +7 · 3 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  96. Lemur: Harmonizing Natural Language and Code for Language Agents
    2023/10/10 by Yiheng Xu, Hongjin Su, Xu, Yiheng +29 · 5 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  97. LATTE: Learning to Think with Vision Specialists
    2024/12/07 by Zixian Ma, Ma, Zixian, Jianguo Zhang +21 · 9 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  98. Moonshot: Towards Controllable Video Generation and Editing with Multimodal Conditions
    2024/01/03 by David Junhao Zhang, Zhang, David Junhao, Dongxu Li +9 · 5 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
  99. Improving Gender Fairness of Pre-Trained Language Models without Catastrophic Forgetting
    2021/10/11 by Zahra Fatemi, Fatemi, Zahra, Xing Chen +5 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  100. Block-diagonal Hessian-free Optimization for Training Neural Networks
    2017/12/20 by Huishuai Zhang, Caiming Xiong, Zhang, Huishuai +5 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Neural Networks and Applications #Stochastic Gradient Optimization Techniques
  101. UniTST: Effectively Modeling Inter-Series and Intra-Series Dependencies for Multivariate Time Series Forecasting
    2024/06/07 by Juncheng Liu, Chenghao Liu, Liu, Juncheng +11 · 5 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
  102. LayoutDETR: Detection Transformer Is a Good Multimodal Layout Designer
    2022/12/19 by Ning Yu, Chia-Chih Chen, Yu, Ning +15 · 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 #Video Analysis and Summarization
  103. Asynchronous Tool Usage for Real-Time Agents
    2024/10/28 by Antonio A. Ginart, Ginart, Antonio A., Naveen Kodali +9 · 6 citations
    Computer Science · #Distributed and Parallel Computing Systems #Robotic Path Planning Algorithms #Mobile Agent-Based Network Management
  104. A High-Quality Multilingual Dataset for Structured Documentation Translation
    2020/06/24 by Kazuma Hashimoto, Raffaella Buschiazzo, Hashimoto, Kazuma +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  105. MCPEval: Automatic MCP-based Deep Evaluation for AI Agent Models
    2025/07/17 by Zhiwei Liu, Liu, Zhiwei, Jielin Qiu +21 · 15 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Fuzzy Logic and Control Systems #Time Series Analysis and Forecasting
  106. Learning to Synthesize Data for Semantic Parsing
    2021/04/12 by Bailin Wang, Wang, Bailin, Wenpeng Yin +5 · 2 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Web Data Mining and Analysis
  107. Merlion: A Machine Learning Library for Time Series
    2021/09/20 by Aadyot Bhatnagar, Bhatnagar, Aadyot, Paul Kassianik +43 · 3 citations
    Computer Science · Decision Sciences · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mathematical Software (cs.MS) #Time Series Analysis and Forecasting
  108. Evaluating State-of-the-Art Classification Models Against Bayes Optimality
    2021/06/07 by Ryan Theisen, Theisen, Ryan, Huan Wang +7 · 2 citations
    Computer Science · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification
  109. CodeTree: Agent-guided Tree Search for Code Generation with Large Language Models
    2024/11/07 by Jierui Li, Hung Le, Li, Jierui +9 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  110. MAS-ZERO: Designing Multi-Agent Systems with Zero Supervision
    2025/05/21 by Zixuan Ke, Austin Xu, Ke, Zixuan +10 · 9 citations
    Computer Science · #Multi-Agent Systems and Negotiation
  111. Efficient and Differentiable Conformal Prediction with General Function Classes
    2022/02/22 by Yu Bai, Bai, Yu, Huan Wang +6 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification #Methodology (stat.ME) #Statistics Theory (math.ST)
  112. xGen-MM-Vid (BLIP-3-Video): You Only Need 32 Tokens to Represent a Video Even in VLMs
    2024/10/21 by Michael S. Ryoo, Honglu Zhou, Ryoo, Michael S. +19 · 6 citations
    Computer Science · Engineering · Medicine · #Neural Networks and Reservoir Computing #Optical Coherence Tomography Applications #Retinal Imaging and Analysis
  113. Demystifying Domain-adaptive Post-training for Financial LLMs
    2025/01/09 by Zixuan Ke, Yifei Ming, Ke, Zixuan +7 · 5 citations
    Business, Management and Accounting · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational Engineering #FOS: Computer and information sciences #Finance #Machine Learning (cs.LG) #Private Equity and Venture Capital #and Science (cs.CE)
  114. Lower Bounds for Learning in Revealing POMDPs
    2023/02/02 by Fan Chen, Huan Wang, Chen, Fan +6 · 2 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Statistics Theory (math.ST)
  115. Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading
    2020/05/26 by Yifan Gao, Chien-Sheng Wu, Gao, Yifan +13 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
  116. GlueGen: Plug and Play Multi-modal Encoders for X-to-image Generation
    2023/03/17 by Can Qin, Ning Yu, Qin, Can +15 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimedia (cs.MM) #Multimodal Machine Learning Applications
  117. Towards Interpretable and Efficient Automatic Reference-Based Summarization Evaluation
    2023/03/07 by Yixin Liu, Liu, Yixin, Alexander R. Fabbri +13 · 2 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  118. MKD: a Multi-Task Knowledge Distillation Approach for Pretrained Language Models
    2019/11/09 by Linqing Liu, Liu, Linqing, Huan Wang +7 · 4 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  119. INDICT: Code Generation with Internal Dialogues of Critiques for Both Security and Helpfulness
    2024/06/23 by Hung Le, Le, Hung, Yingbo Zhou +7 · 3 citations
    Computer Science · #Advanced Malware Detection Techniques #Software Engineering Research #Software Engineering Techniques and Practices
  120. Deep Verifier Networks: Verification of Deep Discriminative Models with Deep Generative Models
    2019/11/18 by Tong Che, Xiaofeng Liu, Che, Tong +11 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Multimedia (cs.MM)
  121. How Important is the Train-Validation Split in Meta-Learning?
    2020/10/12 by Yu Bai, Minshuo Chen, Bai, Yu +13 · 3 citations
    Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Sparse and Compressive Sensing Techniques
  122. Preference-grounded Token-level Guidance for Language Model Fine-tuning
    2023/06/01 by Shentao Yang, Shujian Zhang, Yang, Shentao +9 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  123. VD-BERT: A Unified Vision and Dialog Transformer with BERT
    2020/04/28 by Yue Wang, Wang, Yue, Shafiq Joty +9 · 2 citations
    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
  124. Why Vision Language Models Struggle with Visual Arithmetic? Towards Enhanced Chart and Geometry Understanding
    2025/02/17 by Kung-Hsiang Huang, Can Qin, Huang, Kung-Hsiang +11 · 5 citations
    Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Categorization, perception, and language #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Handwritten Text Recognition Techniques
  125. Empowering Time Series Analysis with Synthetic Data: A Survey and Outlook in the Era of Foundation Models
    2025/03/14 by Xu Liu, Taha Aksu, Liu, Xu +17 · 6 citations
    Computer Science · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning in Healthcare #Time Series Analysis and Forecasting
  126. Direct Judgement Preference Optimization
    2024/09/23 by Wang, Peifeng, Austin Xu, Xu, Austin +6 · 5 citations
    Business, Management and Accounting · Economics, Econometrics and Finance · #Computation and Language (cs.CL) #Consumer Market Behavior and Pricing #FOS: Computer and information sciences #Game Theory and Voting Systems
  127. Competitive Experience Replay
    2019/02/01 by Hao Liu, Liu, Hao, Alexander Trott +5 · 1 citation
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mobile Crowdsensing and Crowdsourcing #Reinforcement Learning in Robotics
  128. Do RAG Systems Cover What Matters? Evaluating and Optimizing Responses with Sub-Question Coverage
    2024/10/20 by Kaige Xie, Xie, Kaige, Philippe Laban +7 · 3 citations
    Computer Science · Social Sciences · #Educational Technology and Assessment #Student Assessment and Feedback #Innovative Teaching Methods
  129. ProVision: Programmatically Scaling Vision-centric Instruction Data for Multimodal Language Models
    2024/12/09 by Jieyu Zhang, Le Xue, Zhang, Jieyu +25 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Speech and dialogue systems
  130. Learning World Graphs to Accelerate Hierarchical Reinforcement Learning
    2019/07/01 by Wenling Shang, Shang, Wenling, Alex Trott +7 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
  131. CoAct-1: Computer-using Multi-Agent System with Coding Actions
    2025/08/05 by Li Song, Yutong Dai, Song, Linxin +21 · 9 citations
    Computer Science · #Multi-Agent Systems and Negotiation
  132. An investigation of phone-based subword units for end-to-end speech recognition
    2020/04/08 by Weiran Wang, Guangsen Wang, Wang, Weiran +9 · 1 citation
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Electrical engineering #Music and Audio Processing #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  133. Automatic Curriculum Expert Iteration for Reliable LLM Reasoning
    2024/10/10 by Zirui Zhao, Hanze Dong, Zhao, Zirui +7 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Educational Technology and Assessment #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Software Engineering Techniques and Practices
  134. MoPro: Webly Supervised Learning with Momentum Prototypes
    2020/09/17 by Junnan Li, Caiming Xiong, Li, Junnan +3 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and Data Classification
  135. CoCo: Controllable Counterfactuals for Evaluating Dialogue State Trackers
    2020/10/24 by Shiyang Li, Semih Yavuz, Li, Shiyang +15 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Speech and dialogue systems #Topic Modeling
  136. Don't Just Blame Over-parametrization for Over-confidence: Theoretical Analysis of Calibration in Binary Classification
    2021/02/15 by Yu Bai, Bai, Yu, Huan Wang +4 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification #Statistics Theory (math.ST)
  137. Momentum Contrastive Autoencoder: Using Contrastive Learning for Latent Space Distribution Matching in WAE
    2021/10/19 by Devansh Arpit, Aadyot Bhatnagar, Arpit, Devansh +5 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
  138. Field Extraction from Forms with Unlabeled Data
    2021/10/08 by Mingfei Gao, Zeyuan Chen, Gao, Mingfei +9 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Image Processing and 3D Reconstruction #Music and Audio Processing
  139. MobileAIBench: Benchmarking LLMs and LMMs for On-Device Use Cases
    2024/06/12 by Rithesh Murthy, Murthy, Rithesh, Liangwei Yang +33 · 2 citations
    Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies
  140. BLIP3o-NEXT: Next Frontier of Native Image Generation
    2025/10/17 by Jiuhai Chen, Chen, Jiuhai, Le Xue +27 · 12 citations
    Computer Science · Arts and Humanities · Biochemistry, Genetics and Molecular Biology · #Generative Adversarial Networks and Image Synthesis #Digital Humanities and Scholarship #Cell Image Analysis Techniques
  141. ELECRec: Training Sequential Recommenders as Discriminators
    2022/04/05 by Yongjun Chen, Jia Li, Chen, Yongjun +3 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Image Retrieval and Classification Techniques
  142. Reward Models Identify Consistency, Not Causality
    2025/02/20 by Yang Xu, Xu, Yuhui, Hanze Dong +7 · 2 citations
    Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Economic Policies and Impacts #FOS: Computer and information sciences #Machine Learning (cs.LG)
  143. Prompt-Tuning Can Be Much Better Than Fine-Tuning on Cross-lingual Understanding With Multilingual Language Models
    2022/10/22 by Lifu Tu, Caiming Xiong, Tu, Lifu +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
  144. Taylorized Training: Towards Better Approximation of Neural Network Training at Finite Width
    2020/02/10 by Yu Bai, Ben Krause, Bai, Yu +7 · 2 citations
    Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications #Stochastic Gradient Optimization Techniques
  145. CHI-Bench: Can AI Agents Automate End-to-End, Long-Horizon, Policy-Rich Healthcare Workflows?
    2026/05/15 by Haolin Chen, Deon Metelski, Leon Qi +30 · 1 voice
    Computer Science · #cs.CL #cs.AI
  146. ReGenesis: LLMs can Grow into Reasoning Generalists via Self-Improvement
    2024/10/03 by Xiangyu Peng, Congying Xia, Peng, Xiangyu +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  147. Text2Data: Low-Resource Data Generation with Textual Control
    2024/02/08 by Shiyu Wang, Wang, Shiyu, Yihao Feng +15 · 1 citation
    Computer Science · #Semantic Web and Ontologies #Natural Language Processing Techniques
  148. xRouter: Training Cost-Aware LLMs Orchestration System via Reinforcement Learning
    2025/10/09 by Cheng Qian, Qian, Cheng, Zuxin Liu +23 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation
  149. Coarse-grain Fine-grain Coattention Network for Multi-evidence Question Answering
    2019/01/03 by Victor W. Zhong, Caiming Xiong, Zhong, Victor +5 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  150. Parameter-Efficient Detoxification with Contrastive Decoding
    2024/01/13 by Tong Niu, Niu, Tong, Caiming Xiong +5 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
  151. What Are We Measuring When We Evaluate Large Vision-Language Models? An Analysis of Latent Factors and Biases
    2024/04/03 by Anthony Meng Huat Tiong, Junqi Zhao, Tiong, Anthony Meng Huat +9 · 1 citation
    Computer Science · Psychology · #Categorization, perception, and language #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Speech and dialogue systems
  152. UserRL: Training Interactive User-Centric Agent via Reinforcement Learning
    2025/09/24 by Cheng Qian, Zuxin Liu, Qian, Cheng +23 · 4 citations
    Engineering · Psychology · #Action Observation and Synchronization #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robot Manipulation and Learning #Social Robot Interaction and HRI
  153. PRACT: Optimizing Principled Reasoning and Acting of LLM Agent
    2024/10/24 by Zhiwei Liu, Liu, Zhiwei, Weiran Yao +29 · 2 citations
    Computer Science · #Multi-Agent Systems and Negotiation #Semantic Web and Ontologies
  154. Scaling Knowledge Graph Construction through Synthetic Data Generation and Distillation
    2024/10/22 by Prafulla Kumar Choubey, Xin Su, Choubey, Prafulla Kumar +21 · 1 citation
    Computer Science · #Semantic Web and Ontologies #Advanced Graph Neural Networks #Topic Modeling
  155. XForecast: Evaluating Natural Language Explanations for Time Series Forecasting
    2024/10/18 by Taha Aksu, Aksu, Taha, Chenghao Liu +9 · 1 citation
    Decision Sciences · Computer Science · #Stock Market Forecasting Methods #Time Series Analysis and Forecasting #Scientific Computing and Data Management
  156. Fractured Chain-of-Thought Reasoning
    2025/05/19 by Baohao Liao, Liao, Baohao, Hanze Dong +11 · 2 citations
    Computer Science · Arts and Humanities · #Multi-Agent Systems and Negotiation #Philosophy and History of Science
  157. Photon: A Robust Cross-Domain Text-to-SQL System
    2020/07/30 by Jichuan Zeng, Zeng, Jichuan, Xi Lin +11 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Web Data Mining and Analysis
  158. Agent0: Unleashing Self-Evolving Agents from Zero Data via Tool-Integrated Reasoning
    2025/11/20 by Xia, Peng, Jiaqi Liu, Zeng, Kaide +10 · 3 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Reinforcement Learning in Robotics
  159. StructTest: Benchmarking LLMs' Reasoning through Compositional Structured Outputs
    2024/12/23 by Hailin Chen, Fangkai Jiao, Chen, Hailin +19 · 1 citation
    Computer Science · Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Law, AI, and Intellectual Property
  160. Active Video Perception: Iterative Evidence Seeking for Agentic Long Video Understanding
    2025/12/05 by Ziyang Wang, Wang, Ziyang, Honglu Zhou +15 · 2 citations
    Computer Science · #Multimodal Machine Learning Applications #Human Pose and Action Recognition #Generative Adversarial Networks and Image Synthesis
  161. Entropy-Based Block Pruning for Efficient Large Language Models
    2025/04/04 by Liangwei Yang, Yuhui Xu, Yang, Liangwei +13 · 1 citation
    Computer Science · #Topic Modeling #Advanced Neural Network Applications #Big Data and Digital Economy
  162. ViUniT: Visual Unit Tests for More Robust Visual Programming
    2024/12/12 by Artemis Panagopoulou, Honglu Zhou, Panagopoulou, Artemis +11 · 1 citation
    Computer Science · #Teaching and Learning Programming
  163. Promptomatix: An Automatic Prompt Optimization Framework for Large Language Models
    2025/07/17 by Rithesh Murthy, Murthy, Rithesh, Ming Zhu +15 · 2 citations
    Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Data Classification #Machine Learning in Materials Science #Topic Modeling