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Yongbin Li

  1. Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch
    2023/11/06 by Le Yu, Yu, Le, Bowen Yu +7 · 1 voice · 112 citations
    Computer Science · #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling #cs.CL #cs.LG
  2. Can LLM Already Serve as A Database Interface? A BIg Bench for Large-Scale Database Grounded Text-to-SQLs
    2023/05/04 by Jinyang Li, Binyuan Hui, Li, Jinyang +31 · 147 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research
  3. API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMs
    2023/04/14 by Minghao Li, Li, Minghao, Zhao, Yingxiu +13 · 88 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  4. Preference Ranking Optimization for Human Alignment
    2023/06/30 by Feifan Song, Song, Feifan, Bowen Yu +11 · 2 voices · 25 citations
    #cs.CL #cs.AI
  5. Large Language Models are Versatile Decomposers: Decompose Evidence and Questions for Table-based Reasoning
    2023/01/31 by Yunhu Ye, Binyuan Hui, Ye, Yunhu +9 · 28 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  6. Sequence Parallelism: Long Sequence Training from System Perspective
    2021/05/26 by Shenggui Li, Li, Shenggui, Fuzhao Xue +7 · 16 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
  7. Alibaba LingmaAgent: Improving Automated Issue Resolution via Comprehensive Repository Exploration
    2024/06/03 by Yingwei Ma, Ma, Yingwei, Qingping Yang +9 · 26 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research
  8. Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA
    2024/06/25 by Minzheng Wang, Wang, Minzheng, Longze Chen +25 · 25 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Research Data Management Practices #Scientific Computing and Data Management
  9. How Alignment and Jailbreak Work: Explain LLM Safety through Intermediate Hidden States
    2024/06/09 by Zhenhong Zhou, Hou–Yong Yu, Zhou, Zhenhong +9 · 21 citations
    Economics, Econometrics and Finance · Computer Science · #Law, Economics, and Judicial Systems #Law, AI, and Intellectual Property
  10. A Survey on Text-to-SQL Parsing: Concepts, Methods, and Future Directions
    2022/08/29 by Bowen Qin, Qin, Bowen, Binyuan Hui +21 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  11. Graphix-T5: Mixing Pre-Trained Transformers with Graph-Aware Layers for Text-to-SQL Parsing
    2023/01/18 by Jinyang Li, Li, Jinyang, Binyuan Hui +17 · 9 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
  12. Lingma SWE-GPT: An Open Development-Process-Centric Language Model for Automated Software Improvement
    2024/11/01 by Yingwei Ma, Ma, Yingwei, Rongyu Cao +17 · 16 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Scientific Computing and Data Management #Software Engineering (cs.SE)
  13. Wider and Deeper LLM Networks are Fairer LLM Evaluators
    2023/08/03 by Xinghua Zhang, Zhang, Xinghua, Bowen Yu +13 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #Educational Technology and Assessment #FOS: Computer and information sciences #Natural Language Processing Techniques
  14. A Survey on Self-Evolution of Large Language Models
    2024/04/22 by Zhengwei Tao, Ting-En Lin, Tao, Zhengwei +16 · 9 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  15. FlowBench: Revisiting and Benchmarking Workflow-Guided Planning for LLM-based Agents
    2024/06/21 by R. W. Xiao, Xiao, Ruixuan, Wentao Ma +13 · 7 citations
    Computer Science · #Semantic Web and Ontologies #Multi-Agent Systems and Negotiation #AI-based Problem Solving and Planning
  16. UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition
    2022/11/21 by Guimin Hu, Ting-En Lin, Hu, Guimin +9 · 4 citations
    Computer Science · Psychology · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #Emotion and Mood Recognition #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining
  17. A Survey on Out-of-Distribution Detection in NLP
    2023/05/05 by Hao Lang, Yinhe Zheng, Lang, Hao +9 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
  18. Speech-Text Dialog Pre-training for Spoken Dialog Understanding with Explicit Cross-Modal Alignment
    2023/05/19 by Tianshu Yu, Yu, Tianshu, Haoyu Gao +15 · 4 citations
    Computer Science · #Topic Modeling #Speech and dialogue systems #Natural Language Processing Techniques
  19. S2SQL: Injecting Syntax to Question-Schema Interaction Graph Encoder\n for Text-to-SQL Parsers
    2022/03/14 by Binyuan Hui, Ruiying Geng, Hui, Binyuan +11 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research
  20. GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-Supervised Learning and Explicit Policy Injection
    2021/11/29 by Wanwei He, He, Wanwei, Yinpei Dai +21 · 3 citations
    Computer Science · #AI in Service Interactions #Computation and Language (cs.CL) #FOS: Computer and information sciences #Speech and dialogue systems #Topic Modeling
  21. A Preliminary Study of the Intrinsic Relationship between Complexity and Alignment
    2023/08/10 by Yingxiu Zhao, Zhao, Yingxiu, Bowen Yu +11 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Data Classification #Natural Language Processing Techniques #Topic Modeling
  22. Scaling Data Diversity for Fine-Tuning Language Models in Human Alignment
    2024/03/17 by Feifan Song, Song, Feifan, Bowen Yu +11 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  23. One-Shot Learning as Instruction Data Prospector for Large Language Models
    2023/12/16 by Yunshui Li, Binyuan Hui, Li, Yunshui +20 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  24. Codev-Bench: How Do LLMs Understand Developer-Centric Code Completion?
    2024/10/02 by Zhenyu Pan, Rongyu Cao, Pan, Zhenyu +13 · 7 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE)
  25. Masked Thought: Simply Masking Partial Reasoning Steps Can Improve Mathematical Reasoning Learning of Language Models
    2024/03/04 by Changyu Chen, Xiting Wang, Chen, Changyu +15 · 4 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mathematics Education and Teaching Techniques
  26. MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct
    2024/09/09 by Run Luo, Luo, Run, Haonan Zhang +29 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  27. Proton: Probing Schema Linking Information from Pre-trained Language Models for Text-to-SQL Parsing
    2022/06/28 by Lihan Wang, Bowen Qin, Wang, Lihan +17 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling #Web Data Mining and Analysis
  28. Thinking Longer, Not Larger: Enhancing Software Engineering Agents via Scaling Test-Time Compute
    2025/03/31 by Yingwei Ma, Ma, Yingwei, Yongbin Li +13 · 7 citations
    Computer Science · Decision Sciences · #Advanced Software Engineering Methodologies #Software Engineering Research #Scientific Computing and Data Management
  29. Plan-then-Seam: Towards Efficient Table-to-Text Generation
    2023/02/10 by Liang Li, Li, Liang, Ruiying Geng +11 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Data Visualization and Analytics #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Mathematics, Computing, and Information Processing
  30. Unsupervised Dialogue Topic Segmentation with Topic-aware Utterance Representation
    2023/05/04 by Haoyu Gao, Rui Wang, Gao, Haoyu +11 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  31. Empathetic Response Generation via Emotion Cause Transition Graph
    2023/02/23 by Yushan Qian, Qian, Yushan, Bo Wang +15 · 2 citations
    Computer Science · #Topic Modeling #Sentiment Analysis and Opinion Mining #Natural Language Processing Techniques
  32. Improving Question Generation with Multi-level Content Planning
    2023/10/20 by Zehua Xia, Xia, Zehua, Qi Gou +11 · 2 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  33. Do Code LLMs Understand Design Patterns?
    2025/01/08 by Zhenyu Pan, X. M. Song, Pan, Zhenyu +11 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Digital Rights Management and Security #FOS: Computer and information sciences #Law, AI, and Intellectual Property #Natural Language Processing Techniques #Software Engineering (cs.SE)
  34. Self-Retrieval: End-to-End Information Retrieval with One Large Language Model
    2024/02/23 by Qiaoyu Tang, Jiawei Chen, Tang, Qiaoyu +22 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Intelligent Tutoring Systems and Adaptive Learning #Recommender Systems and Techniques #Topic Modeling
  35. SoFA: Shielded On-the-fly Alignment via Priority Rule Following
    2024/02/27 by Xinyu Lu, Bowen Yu, Lu, Xinyu +13 · 2 citations
    Computer Science · Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Formal Methods in Verification #Logic, programming, and type systems #Manufacturing Process and Optimization
  36. Enhancing the General Agent Capabilities of Low-Parameter LLMs through Tuning and Multi-Branch Reasoning
    2024/03/29 by Qinhao Zhou, Zhou, Qinhao, Zihan Zhang +9 · 2 citations
    Computer Science · Engineering · #Digital Rights Management and Security #Iterative Learning Control Systems #Scheduling and Optimization Algorithms
  37. Preview, Attend and Review: Schema-Aware Curriculum Learning for Multi-Domain Dialog State Tracking
    2021/06/01 by Yinpei Dai, Dai, Yinpei, Hangyu Li +11 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining #Speech and dialogue systems #Topic Modeling
  38. EIFBENCH: Extremely Complex Instruction Following Benchmark for Large Language Models
    2025/06/10 by Xinghua Zhang, Zou, Tao, Haiyang Yu +8 · 3 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  39. A Survey on Neural Open Information Extraction: Current Status and Future Directions
    2022/05/24 by Shaowen Zhou, Zhou, Shaowen, Bowen Yu +13 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  40. Scaling Offline Model-Based RL via Jointly-Optimized World-Action Model Pretraining
    2024/10/01 by Jie Cheng, Cheng, Jie, Ruixi Qiao +13 · 2 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Hydraulic and Pneumatic Systems #Machine Learning (cs.LG) #Real-time simulation and control systems #Software Testing and Debugging Techniques
  41. LLMs as Continuous Learners: Improving the Reproduction of Defective Code in Software Issues
    2024/11/21 by Yalan Lin, Lin, Yalan, Yingwei Ma +11 · 3 citations
    Computer Science · Social Sciences · #Digital Rights Management and Security #Artificial Intelligence in Law #Law, AI, and Intellectual Property
  42. UniSA: Unified Generative Framework for Sentiment Analysis
    2023/09/04 by Zaijing Li, Li, Zaijing, Ting-En Lin +11 · 1 citation
    Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Emotion and Mood Recognition #FOS: Computer and information sciences #Multimedia (cs.MM) #Sentiment Analysis and Opinion Mining #Topic Modeling
  43. Debate Helps Weak-to-Strong Generalization
    2025/01/21 by Hao Lang, Fei Huang, Lang, Hao +3 · 2 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Ethics and Social Impacts of AI #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Topic Modeling
  44. Iterative Forward Tuning Boosts In-Context Learning in Language Models
    2023/05/22 by Jiaxi Yang, Binyuan Hui, Yang, Jiaxi +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  45. OmniCharacter: Towards Immersive Role-Playing Agents with Seamless Speech-Language Personality Interaction
    2025/05/26 by Haonan Zhang, Run Luo, Zhang, Haonan +22 · 3 citations
    Computer Science · Psychology · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Social Robot Interaction and HRI #Speech and dialogue systems
  46. Saber: An Efficient Sampling with Adaptive Acceleration and Backtracking Enhanced Remasking for Diffusion Language Model
    2025/10/20 by Yihong Dong, Zhaoyu Ma, Dong, Yihong +21 · 3 citations
    Computer Science · Social Sciences · #Topic Modeling #Natural Language Processing Techniques #Computational and Text Analysis Methods
  47. Extend Model Merging from Fine-Tuned to Pre-Trained Large Language Models via Weight Disentanglement
    2024/08/06 by Le Yu, Yu, Le, Bowen Yu +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  48. The Imperative of Conversation Analysis in the Era of LLMs: A Survey of Tasks, Techniques, and Trends
    2024/09/21 by Xinghua Zhang, Hou–Yong Yu, Zhang, Xinghua +9 · 1 citation
    Arts and Humanities · Health Professions · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Interpreting and Communication in Healthcare #Translation Studies and Practices
  49. In-Context Transfer Learning: Demonstration Synthesis by Transferring Similar Tasks
    2024/10/02 by Dingzirui Wang, Wang, Dingzirui, X. Zhang +21 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Context-Aware Activity Recognition Systems #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  50. A Survey on Dialog Management: Recent Advances and Challenges
    2020/05/05 by Yinpei Dai, Huihua Yu, Dai, Yinpei +9 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Speech and dialogue systems #Topic Modeling
  51. Before the Action: Benchmarking LLMs on Prospective Hypothesis Discovery
    2026/07/17 by Tianyun Zhong, Wangyi Jiang, Wei Wang +15
    #cs.CL