vix.ing · top · new · best · stats · spec

Maosong Sun

  1. ChatDev: Communicative Agents for Software Development
    2023/07/16 by Chen Qian, Wei Liu, Qian, Chen +25 · 9 voices · 227 citations
    Computer Science · #AI in Service Interactions #Software Engineering Research #Topic Modeling #cs.CL #cs.MA #cs.SE
  2. Graph Neural Networks: A Review of Methods and Applications
    2018/12/20 by Jie Zhou, Ganqu Cui, Zhou, Jie +15 · 1 voice · 274 citations
    Computer Science · #Advanced Graph Neural Networks #Graph Theory and Algorithms #Topic Modeling #cs.AI #cs.LG #stat.ML
  3. MiniCPM: Unveiling the Potential of Small Language Models with Scalable Training Strategies
    2024/04/09 by Shengding Hu, Hu, Shengding, Yuge Tu +48 · 2 voices · 164 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.LG
  4. Counterfactually Auditable Lifecycle Certification for Autonomous Agents
    2023/07/31 by Qin, Yujia, Shihao Liang, Liang, Shihao +33 · 322 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  5. OlympiadBench: A Challenging Benchmark for Promoting AGI with Olympiad-Level Bilingual Multimodal Scientific Problems
    2024/02/21 by Chaoqun He, Renjie Luo, He, Chaoqun +25 · 373 citations
    Social Sciences · Psychology · #Educational Assessment and Pedagogy #Educational Strategies and Epistemologies #Second Language Acquisition and Learning
  6. Graph neural networks: A review of methods and applications
    2020/01/01 by Jie Zhou, Ganqu Cui, Shengding Hu +6 · 183 citations
    Computer Science · #Advanced Graph Neural Networks #Graph Theory and Algorithms #Topic Modeling
  7. H-Neurons: On the Existence, Impact, and Origin of Hallucination-Associated Neurons in LLMs
    2025/12/01 by Cheng Gao, Gao, Cheng, Huimin Chen +9 · 14 voices
    Medicine · Computer Science · Engineering · #Schizophrenia research and treatment #Adversarial Robustness in Machine Learning #Ferroelectric and Negative Capacitance Devices
  8. MiniCPM-V: A GPT-4V Level MLLM on Your Phone
    2024/08/03 by Yuan Yao, Yao, Yuan, Tianyou Yu +41 · 281 citations
    Computer Science · #Advanced Data Storage Technologies #Algorithms and Data Compression #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  9. Enhancing Chat Language Models by Scaling High-quality Instructional Conversations
    2023/05/23 by Ning Ding, Yulin Chen, Ding, Ning +15 · 150 citations
    Computer Science · #Topic Modeling #Text Readability and Simplification #Natural Language Processing Techniques
  10. UltraFeedback: Boosting Language Models with Scaled AI Feedback
    2023/10/02 by Ganqu Cui, Lifan Yuan, Cui, Ganqu +18 · 162 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
  11. C-Eval: A Multi-Level Multi-Discipline Chinese Evaluation Suite for Foundation Models
    2023/05/15 by Yuzhen Huang, Yuzhuo Bai, Huang, Yuzhen +23 · 137 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  12. Tool Learning with Foundation Models
    2023/04/17 by Yujia Qin, Shengding Hu, Qin, Yujia +79 · 59 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Software Engineering Research
  13. ERNIE: Enhanced Language Representation with Informative Entities
    2019/05/17 by Zhengyan Zhang, Xu Han, Zhang, Zhengyan +9 · 1 voice · 36 citations
    Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.CL
  14. ONION: A Simple and Effective Defense Against Textual Backdoor Attacks
    2020/11/20 by Fanchao Qi, Yangyi Chen, Qi, Fanchao +9 · 39 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Network Security and Intrusion Detection #Topic Modeling
  15. Process Reinforcement through Implicit Rewards
    2025/02/03 by Ganqu Cui, Cui, Ganqu, Lifan Yuan +45 · 131 citations
    Computer Science · #Reinforcement Learning in Robotics
  16. Densing Law of LLMs
    2024/12/05 by Chaojun Xiao, Xiao, Chaojun, Jie Cai +17 · 8 voices · 13 citations
    Business, Management and Accounting · Social Sciences · #Corporate Governance and Law #European and International Contract Law #Corporate Insolvency and Governance
  17. Hidden Killer: Invisible Textual Backdoor Attacks with Syntactic Trigger
    2021/05/26 by Fanchao Qi, Qi, Fanchao, Mukai Li +11 · 32 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Network Security and Intrusion Detection #Topic Modeling
  18. InfLLM: Training-Free Long-Context Extrapolation for LLMs with an Efficient Context Memory
    2024/02/07 by Chaojun Xiao, Pengle Zhang, Xiao, Chaojun +13 · 51 citations
    Computer Science · #Neural Networks and Applications
  19. Beyond Language Models: Byte Models are Digital World Simulators
    2024/02/29 by Shangda Wu, Xu Tan, Wu, Shangda +9 · 2 voices · 6 citations
    Computer Science · Social Sciences · #FOS: Computer and information sciences #Language and cultural evolution #Machine Learning (cs.LG) #Natural Language Processing Techniques
  20. Scaling Large Language Model-based Multi-Agent Collaboration
    2024/06/11 by Qian Chen, Qian, Chen, Zihao Xie +19 · 56 citations
    Computer Science · #Multi-Agent Systems and Negotiation #Service-Oriented Architecture and Web Services #Semantic Web and Ontologies
  21. LLaVA-UHD: an LMM Perceiving Any Aspect Ratio and High-Resolution Images
    2024/03/18 by Ruyi Xu, Xu, Ruyi, Yuan Yao +17 · 43 citations
    Medicine · Computer Science · Engineering · #Medical Imaging Techniques and Applications #Medical Image Segmentation Techniques #CCD and CMOS Imaging Sensors
  22. DocRED: A Large-Scale Document-Level Relation Extraction Dataset
    2019/06/14 by Yuan Yao, Yao, Yuan, Deming Ye +17 · 20 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Advanced Text Analysis Techniques
  23. MoEfication: Transformer Feed-forward Layers are Mixtures of Experts
    2021/10/05 by Zhengyan Zhang, Zhang, Zhengyan, Yankai Lin +9 · 21 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning in Bioinformatics #Topic Modeling
  24. Why Should Adversarial Perturbations be Imperceptible? Rethink the Research Paradigm in Adversarial NLP
    2022/10/19 by Yang‐Yi Chen, Hongcheng Gao, Chen, Yangyi +11 · 24 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information and Cyber Security #Machine Learning (cs.LG)
  25. JEC-QA: A Legal-Domain Question Answering Dataset
    2019/11/27 by Haoxi Zhong, Chaojun Xiao, Zhong, Haoxi +9 · 17 citations
    Computer Science · Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  26. Mind the Style of Text! Adversarial and Backdoor Attacks Based on Text Style Transfer
    2021/10/14 by Fanchao Qi, Yang‐Yi Chen, Qi, Fanchao +9 · 19 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Topic Modeling
  27. Lawformer: A Pre-trained Language Model for Chinese Legal Long Documents
    2021/05/09 by Chaojun Xiao, Xueyu Hu, Xiao, Chaojun +7 · 18 citations
    Computer Science · Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  28. How Does NLP Benefit Legal System: A Summary of Legal Artificial Intelligence
    2020/04/25 by Haoxi Zhong, Chaojun Xiao, Zhong, Haoxi +9 · 18 citations
    Social Sciences · Computer Science · #Artificial Intelligence in Law #Natural Language Processing Techniques #Topic Modeling
  29. StableToolBench: Towards Stable Large-Scale Benchmarking on Tool Learning of Large Language Models
    2024/03/12 by Zhicheng Guo, Guo, Zhicheng, Sijie Cheng +15 · 31 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  30. Advancing LLM Reasoning Generalists with Preference Trees
    2024/04/02 by Lifan Yuan, Yuan, Lifan, Ganqu Cui +26 · 32 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 #Rough Sets and Fuzzy Logic #Semantic Web and Ontologies
  31. MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization
    2024/02/18 by Zhiyu Yang, Yang, Zhiyu, Zihan Zhou +23 · 30 citations
    Decision Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Scientific Computing and Data Management
  32. GUICourse: From General Vision Language Models to Versatile GUI Agents
    2024/06/17 by Wentong Chen, Chen, Wentong, Junbo Cui +25 · 34 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Multimodal Machine Learning Applications #Robotic Path Planning Algorithms #Robotics and Automated Systems
  33. Revisiting Out-of-distribution Robustness in NLP: Benchmark, Analysis, and LLMs Evaluations
    2023/06/07 by Lifan Yuan, Yuan, Lifan, Yangyi Chen +15 · 23 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research
  34. RLAIF-V: Open-Source AI Feedback Leads to Super GPT-4V Trustworthiness
    2024/05/27 by Tianyu Yu, Yu, Tianyu, Haoye Zhang +24 · 24 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning in Healthcare
  35. Modeling Relation Paths for Representation Learning of Knowledge Bases
    2015/06/01 by Yankai Lin, Zhiyuan Liu, Lin, Yankai +9 · 17 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  36. Controllable Preference Optimization: Toward Controllable Multi-Objective Alignment
    2024/02/29 by Yiju Guo, Guo, Yiju, Ganqu Cui +20 · 21 citations
    Computer Science · #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Systems and Control (eess.SY) #electronic engineering #information engineering
  37. CPT: Colorful Prompt Tuning for Pre-trained Vision-Language Models
    2021/09/24 by Yuan Yao, Ao Zhang, Yao, Yuan +9 · 11 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  38. From MOOC to MAIC: Reshaping Online Teaching and Learning through LLM-driven Agents
    2024/09/05 by Jifan Yu, Zheyuan Zhang, Yu, Jifan +67 · 1 voice · 8 citations
    Computer Science · #cs.CY #cs.CL
  39. StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding
    2024/11/06 by Junming Lin, Lin, Junming, Zheng Fang +13 · 25 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Semantic Web and Ontologies
  40. Sparse Low-rank Adaptation of Pre-trained Language Models
    2023/11/20 by Ning Ding, Ding, Ning, Xingtai Lv +11 · 16 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Speech Recognition and Synthesis
  41. ReLU2 Wins: Discovering Efficient Activation Functions for Sparse LLMs
    2024/02/06 by Zhengyan Zhang, Yixin Song, Zhang, Zhengyan +18 · 2 voices · 13 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #cs.AI #cs.LG
  42. Tell Me More! Towards Implicit User Intention Understanding of Language Model Driven Agents
    2024/02/14 by Cheng Qian, Qian, Cheng, Bingxiang He +18 · 17 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  43. Entity-Duet Neural Ranking: Understanding the Role of Knowledge Graph Semantics in Neural Information Retrieval
    2018/05/19 by Zhenghao Liu, Liu, Zhenghao, Chenyan Xiong +5 · 8 citations
    Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Data Quality and Management #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Topic Modeling
  44. PTR: Prompt Tuning with Rules for Text Classification
    2021/05/24 by Xu Han, Han, Xu, Weilin Zhao +7 · 14 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  45. Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text Classification
    2021/08/04 by Shengding Hu, Ning Ding, Hu, Shengding +13 · 9 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  46. Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence
    2024/07/09 by Weize Chen, Chen, Weize, Ziming You +17 · 18 citations
    Computer Science · #Multi-Agent Systems and Negotiation #Mobile Agent-Based Network Management
  47. OpenPrompt: An Open-source Framework for Prompt-learning
    2021/11/03 by Ning Ding, Ding, Ning, Shengding Hu +11 · 9 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  48. TritonBench: Benchmarking Large Language Model Capabilities for Generating Triton Operators
    2025/02/20 by Jianling Li, Li, Jianling, Shaohui Li +19 · 24 citations
    Computer Science · #Mathematics, Computing, and Information Processing #Handwritten Text Recognition Techniques #Natural Language Processing Techniques
  49. GEAR: Graph-based Evidence Aggregating and Reasoning for Fact Verification
    2019/07/22 by Jie Zhou, Xu Han, Zhou, Jie +11 · 7 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Topic Modeling
  50. Self-Knowledge Guided Retrieval Augmentation for Large Language Models
    2023/10/08 by Yile Wang, Peng Li, Wang, Yile +5 · 13 citations
    Computer Science · #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  51. Proactive Agent: Shifting LLM Agents from Reactive Responses to Active Assistance
    2024/10/16 by Yaxi Lu, Lu, Yaxi, Yang, Shenzhi +26 · 20 citations
    Computer Science · Engineering · #Data Stream Mining Techniques #Reinforcement Learning in Robotics #Innovative Microfluidic and Catalytic Techniques Innovation
  52. WebCPM: Interactive Web Search for Chinese Long-form Question Answering
    2023/05/11 by Yujia Qin, Qin, Yujia, Zihan Cai +27 · 10 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
  53. ACDiT: Interpolating Autoregressive Conditional Modeling and Diffusion Transformer
    2024/12/10 by Jinyi Hu, Hu, Jinyi, Shengding Hu +14 · 20 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural Networks and Applications
  54. CAIL2019-SCM: A Dataset of Similar Case Matching in Legal Domain
    2019/11/20 by Chaojun Xiao, Haoxi Zhong, Xiao, Chaojun +19 · 6 citations
    Computer Science · Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Topic Modeling
  55. CPM: A Large-scale Generative Chinese Pre-trained Language Model
    2020/12/01 by Zhengyan Zhang, Zhang, Zhengyan, Xu Han +47 · 9 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  56. Improving the Transformer Translation Model with Document-Level Context
    2018/10/08 by Jiacheng Zhang, Zhang, Jiacheng, Huanbo Luan +11 · 6 citations
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  57. Fantastic Semantics and Where to Find Them: Investigating Which Layers of Generative LLMs Reflect Lexical Semantics
    2024/03/03 by Zhu Liu, Liu, Zhu, Cunliang Kong +5 · 12 citations
    Arts and Humanities · Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Translation Studies and Practices #linguistics and terminology studies
  58. Experiential Co-Learning of Software-Developing Agents
    2023/12/28 by Qian Chen, Qian, Chen, Yufan Dang +17 · 11 citations
    Computer Science · Business, Management and Accounting · #Multi-Agent Systems and Negotiation #Business Process Modeling and Analysis #Software Engineering Research
  59. Predicting Emergent Abilities with Infinite Resolution Evaluation
    2023/10/05 by Shengding Hu, Xin Liu, Hu, Shengding +21 · 10 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Data Classification #Software Engineering Research #Topic Modeling
  60. CED: Credible Early Detection of Social Media Rumors
    2018/11/10 by Changhe Song, Song, Changhe, Cunchao Tu +7 · 5 citations
    Physics and Astronomy · Social Sciences · #Complex Network Analysis Techniques #FOS: Computer and information sciences #Media Influence and Politics #Misinformation and Its Impacts #Social and Information Networks (cs.SI)
  61. EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents
    2025/01/21 by Zhili Cheng, Cheng, Zhili, Yuge Tu +19 · 19 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  62. Won't Get Fooled Again: Answering Questions with False Premises
    2023/07/05 by Shengding Hu, Yifan Luo, Hu, Shengding +9 · 9 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  63. Emergent Modularity in Pre-trained Transformers
    2023/05/28 by Zhengyan Zhang, Zhang, Zhengyan, Zhiyuan Zeng +17 · 8 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Cell Image Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Neural Networks and Applications
  64. MelodyT5: A Unified Score-to-Score Transformer for Symbolic Music Processing
    2024/07/02 by Shangda Wu, Wu, Shangda, Yashan Wang +7 · 11 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
  65. Beyond the Turn-Based Game: Enabling Real-Time Conversations with Duplex Models
    2024/06/22 by Xinrong Zhang, Zhang, Xinrong, Yingfa Chen +15 · 10 citations
    Psychology · #Educational Games and Gamification
  66. Packed Levitated Marker for Entity and Relation Extraction
    2021/09/13 by Deming Ye, Ye, Deming, Yankai Lin +5 · 5 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Machine Learning in Healthcare
  67. ProSparse: Introducing and Enhancing Intrinsic Activation Sparsity within Large Language Models
    2024/02/21 by Chenyang Song, Xu Han, Song, Chenyang +19 · 9 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  68. NotaGen: Advancing Musicality in Symbolic Music Generation with Large Language Model Training Paradigms
    2025/02/25 by Yashan Wang, Shangda Wu, Wang, Yashan +16 · 17 citations
    Computer Science · #Music and Audio Processing #Music Technology and Sound Studies
  69. FewRel 2.0: Towards More Challenging Few-Shot Relation Classification
    2019/10/16 by Tianyu Gao, Xu Han, Gao, Tianyu +11 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  70. RAGEval: Scenario Specific RAG Evaluation Dataset Generation Framework
    2024/08/02 by Kunlun Zhu, Zhu, Kunlun, Yifan Luo +21 · 10 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning in Healthcare
  71. MiniCPM-V 4.5: Cooking Efficient MLLMs via Architecture, Data, and Training Recipe
    2025/09/16 by Tianyu Yu, Yu, Tianyu, Wang, Zefan +57 · 26 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Natural Language Processing Techniques
  72. Enhancing Multilingual Capabilities of Large Language Models through Self-Distillation from Resource-Rich Languages
    2024/02/19 by Yuanchi Zhang, Zhang, Yuanchi, Yile Wang +13 · 8 citations
    Computer Science · #Natural Language Processing Techniques
  73. Multi-Agent Collaboration via Evolving Orchestration
    2025/05/26 by Yufan Dang, Dang, Yufan, Qian Chen +24 · 19 citations
    Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Collaboration in agile enterprises #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA)
  74. CLaMP 3: Universal Music Information Retrieval Across Unaligned Modalities and Unseen Languages
    2025/02/14 by Shangda Wu, Wu, Shangda, Zhancheng Guo +17 · 15 citations
    Computer Science · Arts and Humanities · #Music and Audio Processing #Diverse Musicological Studies #Music Technology and Sound Studies
  75. Turn the Combination Lock: Learnable Textual Backdoor Attacks via Word Substitution
    2021/06/11 by Fanchao Qi, Qi, Fanchao, Yuan Yao +7 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Topic Modeling
  76. CPM-2: Large-scale Cost-effective Pre-trained Language Models
    2021/06/20 by Zhengyan Zhang, Yuxian Gu, Zhang, Zhengyan +35 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  77. CUGE: A Chinese Language Understanding and Generation Evaluation Benchmark
    2021/12/27 by Yuan Yao, Qingxiu Dong, Yao, Yuan +67 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  78. RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards
    2024/10/17 by Xinze Li, Sen Mei, Li, Xinze +21 · 10 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Metaheuristic Optimization Algorithms Research
  79. Exploring Mode Connectivity for Pre-trained Language Models
    2022/10/25 by Yujia Qin, Cheng Qian, Qin, Yujia +15 · 4 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  80. UltraEval: A Lightweight Platform for Flexible and Comprehensive Evaluation for LLMs
    2024/04/11 by Chaoqun He, He, Chaoqun, Renjie Luo +17 · 7 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  81. Learning from Context or Names? An Empirical Study on Neural Relation Extraction
    2020/10/05 by Hao Peng, Tianyu Gao, Peng, Hao +13 · 4 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  82. Looking Beyond Text: Reducing Language bias in Large Vision-Language Models via Multimodal Dual-Attention and Soft-Image Guidance
    2024/11/21 by Haozhe Zhao, Shuzheng Si, Zhao, Haozhe +11 · 10 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  83. CCPM: A Chinese Classical Poetry Matching Dataset
    2021/06/03 by Wenhao Li, Fanchao Qi, Li, Wenhao +7 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  84. OpenNRE: An Open and Extensible Toolkit for Neural Relation Extraction
    2019/09/28 by Xu Han, Tianyu Gao, Han, Xu +9 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research
  85. Recyclable Tuning for Continual Pre-training
    2023/05/15 by Yujia Qin, Qin, Yujia, Cheng Qian +15 · 4 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  86. From f(x) and g(x) to f(g(x)): LLMs Learn New Skills in RL by Composing Old Ones
    2025/09/29 by Lifan Yuan, Weize Chen, Yuan, Lifan +17 · 2 voices · 10 citations
    #cs.AI #cs.CL
  87. Can Large Language Models Analyze Graphs like Professionals? A Benchmark, Datasets and Models
    2024/09/29 by Xin Li, Weize Chen, Li, Xin +21 · 7 citations
    Computer Science · #Topic Modeling
  88. More Data, More Relations, More Context and More Openness: A Review and Outlook for Relation Extraction
    2020/04/07 by Xu Han, Tianyu Gao, Han, Xu +17 · 6 citations
    Computer Science · #Topic Modeling #Advanced Graph Neural Networks #Natural Language Processing Techniques
  89. Configurable Foundation Models: Building LLMs from a Modular Perspective
    2024/09/04 by Chaojun Xiao, Xiao, Chaojun, Zhengyan Zhang +43 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies
  90. CLaMP 2: Multimodal Music Information Retrieval Across 101 Languages Using Large Language Models
    2024/10/17 by Shangda Wu, Yashan Wang, Wu, Shangda +27 · 6 citations
    Computer Science · Arts and Humanities · #Music and Audio Processing #Diverse Musicological Studies #Natural Language Processing Techniques
  91. Coreferential Reasoning Learning for Language Representation
    2020/04/15 by Deming Ye, Yankai Lin, Ye, Deming +11 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  92. ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning
    2020/12/30 by Yujia Qin, Yankai Lin, Qin, Yujia +15 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  93. Evade the Trap of Mediocrity: Promoting Diversity and Novelty in Text Generation via Concentrating Attention
    2022/11/14 by Wenhao Li, Xiaoyuan Yi, Li, Wenhao +7 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  94. Exploring the Efficacy of Pre-trained Checkpoints in Text-to-Music Generation Task
    2022/11/21 by Shangda Wu, Maosong Sun, Wu, Shangda +1 · 3 citations
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Topic Modeling #electronic engineering #information engineering
  95. Neural Snowball for Few-Shot Relation Learning
    2019/08/29 by Tianyu Gao, Xu Han, Gao, Tianyu +11 · 2 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
  96. Delta-CoMe: Training-Free Delta-Compression with Mixed-Precision for Large Language Models
    2024/06/13 by Bowen Ping, Shuo Wang, Ping, Bowen +17 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
  97. Generating Major Types of Chinese Classical Poetry in a Uniformed Framework
    2020/03/13 by Jinyi Hu, Maosong Sun, Hu, Jinyi +1 · 2 citations
    Computer Science · #Artificial Intelligence in Games #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  98. Investigate-Consolidate-Exploit: A General Strategy for Inter-Task Agent Self-Evolution
    2024/01/25 by Cheng Qian, Qian, Cheng, Shihao Liang +15 · 4 citations
    Computer Science · Decision Sciences · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Scientific Computing and Data Management
  99. Learning to Generate Structured Output with Schema Reinforcement Learning
    2025/02/26 by Yue Lu, H. Li, Lu, Yaxi +15 · 7 citations
    Computer Science · #Topic Modeling #Software Engineering Research #Natural Language Processing Techniques
  100. Neural Headline Generation with Sentence-wise Optimization
    2016/04/07 by Ayana Ayana, Ayana, Shiqi Shen +7 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  101. Migician: Revealing the Magic of Free-Form Multi-Image Grounding in Multimodal Large Language Models
    2025/01/10 by Y.T. Li, Li, You, Huang, Heyu +17 · 6 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational and Text Analysis Methods #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  102. FR-Spec: Accelerating Large-Vocabulary Language Models via Frequency-Ranked Speculative Sampling
    2025/02/20 by Weilin Zhao, Zhao, Weilin, Pan, Tengyu +20 · 9 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech Recognition and Synthesis
  103. TR-BERT: Dynamic Token Reduction for Accelerating BERT Inference
    2021/05/25 by Deming Ye, Yankai Lin, Ye, Deming +5 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  104. Manual Evaluation Matters: Reviewing Test Protocols of Distantly Supervised Relation Extraction
    2021/05/20 by Tianyu Gao, Xu Han, Gao, Tianyu +17 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
  105. AgentRM: Enhancing Agent Generalization with Reward Modeling
    2025/02/25 by Yu Xia, Xia, Yu, Fan, Jingru +16 · 7 citations
    Computer Science · #Fuzzy Logic and Control Systems #Data Stream Mining Techniques #Reinforcement Learning in Robotics
  106. WorkflowLLM: Enhancing Workflow Orchestration Capability of Large Language Models
    2024/11/08 by Xin Cong, Fan, Shengda, Yan Fu +15 · 5 citations
    Business, Management and Accounting · Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Scientific Computing and Data Management #Software Engineering (cs.SE) #Topic Modeling
  107. LLM×MapReduce-V2: Entropy-Driven Convolutional Test-Time Scaling for Generating Long-Form Articles from Extremely Long Resources
    2025/04/08 by Haoyu Wang, Yujia Fu, Wang, Haoyu +18 · 9 citations
    Computer Science · Materials Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Machine Learning in Materials Science #Topic Modeling
  108. LLM×MapReduce: Simplified Long-Sequence Processing using Large Language Models
    2024/10/12 by Zihan Zhou, Chong Li, Zhou, Zihan +24 · 5 citations
    Computer Science · Decision Sciences · #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Topic Modeling
  109. Graph Neural Networks with Generated Parameters for Relation Extraction
    2019/02/02 by Hao Zhu, Zhu, Hao, Yankai Lin +9 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  110. Sparse Structure Search for Parameter-Efficient Tuning
    2022/06/15 by Shengding Hu, Zhen Zhang, Hu, Shengding +11 · 2 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Modular Robots and Swarm Intelligence #Parallel Computing and Optimization Techniques
  111. Enhancing Open-Domain Task-Solving Capability of LLMs via Autonomous Tool Integration from GitHub
    2023/12/28 by Bohan Lyu, Lyu, Bohan, Xin Cong +21 · 3 citations
    Computer Science · Engineering · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Information Retrieval (cs.IR) #Software Engineering (cs.SE) #Topic Modeling
  112. Seq1F1B: Efficient Sequence-Level Pipeline Parallelism for Large Language Model Training
    2024/06/05 by Ao Sun, Weilin Zhao, Sun, Ao +12 · 4 citations
    Computer Science · #Distributed #FOS: Computer and information sciences #Natural Language Processing Techniques #Parallel #Speech Recognition and Synthesis #Topic Modeling #and Cluster Computing (cs.DC)
  113. Beyond Human Norms: Unveiling Unique Values of Large Language Models through Interdisciplinary Approaches
    2024/04/19 by Pablo Biedma, Biedma, Pablo, Xiaoyuan Yi +7 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  114. LEGENT: Open Platform for Embodied Agents
    2024/04/28 by Zhili Cheng, Cheng, Zhili, Zhitong Wang +17 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation #Robotics (cs.RO)
  115. Joint Representation Learning of Text and Knowledge for Knowledge Graph Completion
    2016/11/13 by Xu Han, Han, Xu, Zhiyuan Liu +3 · 3 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  116. Generating Chinese Classical Poems with RNN Encoder-Decoder
    2016/04/06 by Xiaoyuan Yi, Ruoyu Li, Yi, Xiaoyuan +3 · 1 citation
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Neural and Evolutionary Computing (cs.NE) #Topic Modeling
  117. Empowering Private Tutoring by Chaining Large Language Models
    2023/09/15 by Yulin Chen, Ning Ding, Chen, Yulin +9 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Intelligent Tutoring Systems and Adaptive Learning #Online Learning and Analytics
  118. States Hidden in Hidden States: LLMs Emerge Discrete State Representations Implicitly
    2024/07/16 by Junhao Chen, Shengding Hu, Chen, Junhao +5 · 3 citations
    Decision Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Scientific Computing and Data Management
  119. Reformulating Vision-Language Foundation Models and Datasets Towards Universal Multimodal Assistants
    2023/10/01 by Tianyu Yu, Yu, Tianyu, Jinyi Hu +23 · 2 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 #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  120. ProAgent: From Robotic Process Automation to Agentic Process Automation
    2023/11/02 by Yining Ye, Xin Cong, Ye, Yining +20 · 2 citations
    Business, Management and Accounting · Engineering · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Robotic Process Automation Applications #Robotics (cs.RO)
  121. UltraLink: An Open-Source Knowledge-Enhanced Multilingual Supervised Fine-tuning Dataset
    2024/02/07 by Haoyu Wang, Wang, Haoyu, Shuo Wang +20 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Music and Audio Processing #Text and Document Classification Technologies #Video Analysis and Summarization
  122. Value Compass Benchmarks: A Platform for Fundamental and Validated Evaluation of LLMs Values
    2025/01/13 by Jing Yao, Xiaoyuan Yi, Yao, Jing +18 · 4 citations
    Computer Science · Decision Sciences · Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Innovation Policy and R&D #Research Data Management Practices #Research, Science, and Academia
  123. Knowledge Transfer via Pre-training for Recommendation: A Review and Prospect
    2020/09/19 by Zheni Zeng, Zeng, Zheni, Chaojun Xiao +13 · 1 citation
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Recommender Systems and Techniques
  124. Model Composition for Multimodal Large Language Models
    2024/02/20 by Yiyang Du, Chen, Chi, Du, Yiyang +17 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  125. UPRec: User-Aware Pre-training for Recommender Systems
    2021/02/22 by Chaojun Xiao, Xiao, Chaojun, Ruobing Xie +11 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Topic Modeling
  126. Iterative Experience Refinement of Software-Developing Agents
    2024/05/07 by Cheng Qian, Jiahao Li, Qian, Chen +19 · 2 citations
    Business, Management and Accounting · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #Software Engineering (cs.SE)
  127. Generating Chord Progression from Melody with Flexible Harmonic Rhythm and Controllable Harmonic Density
    2021/12/21 by Shangda Wu, Wu, Shangda, Yue Yang +7 · 1 citation
    Computer Science · Neuroscience · #Music and Audio Processing #Music Technology and Sound Studies #Neuroscience and Music Perception
  128. Lingxi: A Diversity-aware Chinese Modern Poetry Generation System
    2021/08/27 by Xinran Zhang, Zhang, Xinran, Maosong Sun +5 · 1 citation
    Computer Science · #Artificial Intelligence in Games #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  129. GATEAU: Selecting Influential Samples for Long Context Alignment
    2024/10/21 by Shuzheng Si, Haozhe Zhao, Si, Shuzheng +17 · 5 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Management and Algorithms #FOS: Computer and information sciences #Geographic Information Systems Studies #Semantic Web and Ontologies
  130. A Unified Understanding of Deep NLP Models for Text Classification
    2022/06/19 by Zhen Li, Xiting Wang, Li, Zhen +15 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Data Visualization and Analytics #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Multimodal Machine Learning Applications
  131. PersLLM: A Personified Training Approach for Large Language Models
    2024/07/17 by Zheni Zeng, Zeng, Zheni, Jiayi Chen +13 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  132. The Overthinker's DIET: Cutting Token Calories with DIfficulty-AwarE Training
    2025/05/25 by Chen, Weize, Jiarui Yuan, Tailin Jin +10 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  133. Fuse It More Deeply! A Variational Transformer with Layer-Wise Latent Variable Inference for Text Generation
    2022/07/13 by Jinyi Hu, Hu, Jinyi, Xiaoyuan Yi +7 · 1 citation
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  134. Language Models are Good Translators
    2021/06/25 by Shuo Wang, Zhaopeng Tu, Wang, Shuo +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
  135. Better Robustness by More Coverage: Adversarial Training with Mixup Augmentation for Robust Fine-tuning
    2020/12/31 by Chenglei Si, Si, Chenglei, Zhengyan Zhang +10 · 3 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  136. Decoder Tuning: Efficient Language Understanding as Decoding
    2022/12/16 by Ganqu Cui, Cui, Ganqu, Wentao Li +9 · 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
  137. On the Essence and Prospect: An Investigation of Alignment Approaches for Big Models
    2024/03/07 by Xinpeng Wang, Wang, Xinpeng, Shitong Duan +17 · 2 citations
    Business, Management and Accounting · Engineering · #3D Modeling in Geospatial Applications #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences
  138. Cost-Optimal Grouped-Query Attention for Long-Context Modeling
    2025/03/12 by Yingfa Chen, Yutong Wu, Chen, Yingfa +13 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Management and Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG)
  139. Plug-and-Play Knowledge Injection for Pre-trained Language Models
    2023/05/28 by Zhengyan Zhang, Zhang, Zhengyan, Zhiyuan Zeng +19 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  140. BurstAttention: An Efficient Distributed Attention Framework for Extremely Long Sequences
    2024/03/14 by Sun Ao, Weilin Zhao, Sun, Ao +11 · 1 citation
    Computer Science · Mathematics · #Advanced Data Compression Techniques #Algorithms and Data Compression #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Tensor decomposition and applications #and Cluster Computing (cs.DC)
  141. Beyond Natural Language: LLMs Leveraging Alternative Formats for Enhanced Reasoning and Communication
    2024/02/28 by Weize Chen, Chenfei Yuan, Chen, Weize +15 · 1 citation
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Law, AI, and Intellectual Property
  142. OMGEval: An Open Multilingual Generative Evaluation Benchmark for Large Language Models
    2024/02/21 by Meng Xu, Liu, Yang, Xu, Meng +17 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  143. Learning Refined Document Representations for Dense Retrieval via Deliberate Thinking
    2025/02/18 by Yan‐Ling Ji, Zhipeng Xu, Ji, Yifan +17 · 2 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning and Algorithms
  144. Reasoning in Conversation: Solving Subjective Tasks through Dialogue Simulation for Large Language Models
    2024/02/27 by Xiaolong Wang, Yile Wang, Wang, Xiaolong +11 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  145. AIR: A Systematic Analysis of Annotations, Instructions, and Response Pairs in Preference Dataset
    2025/04/04 by Bingxiang He, Wenbin Zhang, He, Bingxiang +24 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  146. Exploring the Benefit of Activation Sparsity in Pre-training
    2024/10/04 by Zhengyan Zhang, Zhang, Zhengyan, Chaojun Xiao +16 · 2 citations
    Engineering · Medicine · Psychology · #Artificial Intelligence (cs.AI) #Cardiovascular and exercise physiology #Computation and Language (cs.CL) #FOS: Computer and information sciences #Muscle activation and electromyography studies #Sport Psychology and Performance
  147. Co-Saving: Resource Aware Multi-Agent Collaboration for Software Development
    2025/05/28 by Rennai Qiu, Cheng Qian, Qiu, Rennai +21 · 2 citations
    Computer Science · #Mobile Crowdsensing and Crowdsourcing #Software Engineering Techniques and Practices #Topic Modeling
  148. ToLeaP: Rethinking Development of Tool Learning with Large Language Models
    2025/05/17 by Haotian Chen, Zijun Song, Chen, Haotian +18 · 2 citations
    Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning and Data Classification #Machine Learning in Materials Science #Topic Modeling
  149. From Unaligned to Aligned: Scaling Multilingual LLMs with Multi-Way Parallel Corpora
    2025/05/20 by Yingli Shen, Wen‐Cheng Lai, Shen, Yingli +11 · 2 citations
    Arts and Humanities · Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques #Translation Studies and Practices
  150. Adversarial Language Games for Advanced Natural Language Intelligence
    2019/11/05 by Yuan Yao, Yao, Yuan, Haoxi Zhong +15 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  151. Exploring Tokenization Methods for Multitrack Sheet Music Generation
    2024/10/23 by Yashan Wang, Shangda Wu, Wang, Yashan +5 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computer Graphics and Visualization Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #electronic engineering #information engineering
  152. GLTW: Joint Improved Graph Transformer and LLM via Three-Word Language for Knowledge Graph Completion
    2025/02/17 by Kangyang Luo, Luo, Kangyang, Yuzhuo Bai +24 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Rough Sets and Fuzzy Logic #Semantic Web and Ontologies
  153. From the New World of Word Embeddings: A Comparative Study of Small-World Lexico-Semantic Networks in LLMs
    2025/02/17 by Zhu Liu, Liu, Zhu, Ying Liu +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  154. VisRAG2.0: Mitigating Visual Hallucinations via Evidence-Guided Multi-Image Reasoning in Visual Retrieval-Augmented Generation
    2025/10/10 by Yubo Sun, Chunyi Peng, Sun, Yubo +13 · 1 citation
    #cs.CL #cs.CV
  155. DCAD-2000: A Multilingual Dataset across 2000+ Languages with Data Cleaning as Anomaly Detection
    2025/02/17 by Yingli Shen, Shen, Yingli, Wen Ter Lai +11 · 1 citation
    Decision Sciences · Computer Science · #Data Quality and Management #Topic Modeling #Computational Physics and Python Applications
  156. Improving Back-Translation with Uncertainty-based Confidence Estimation
    2019/08/31 by Shuo Wang, Yang Liu, Wang, Shuo +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  157. MM-UAVBench: How Well Do Multimodal Large Language Models See, Think, and Plan in Low-Altitude UAV Scenarios?
    2025/12/29 by Shiqi Dai, Dai, Shiqi, Zizhi Ma +19 · 1 citation
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #UAV Applications and Optimization
  158. REFACT: Adaptive Fact Restatement for Compact and Faithful Chain-of-Thought Reasoning
    2026/07/23 by Zhensheng Jin, Xin Dai, Zhenghao Liu +5
    Computer Science · #cs.CL
  159. HiEviDR-Bench: A Benchmark for Hierarchical Evidence Aggregation in Deep Research
    2026/07/27 by Yubo Sun, Chunyi Peng, Yukun Yan +6
    #cs.IR
  160. Representational Equality in Cross-country Value Simulation: A Systematic Analysis of Large Language Models
    2026/07/27 by Xiaowen Jian, Xinyi Mou, Daisong Gong +3
    Computer Science · Social Sciences · #Computational and Text Analysis Methods #Language and cultural evolution #Topic Modeling