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Liang, Jiaqing

  1. Can Large Language Models Understand Real-World Complex Instructions?
    2023/09/17 by Qianyu He, He, Qianyu, Jie Zeng +31 · 18 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  2. Character is Destiny: Can Role-Playing Language Agents Make Persona-Driven Decisions?
    2024/04/18 by Rui Xu, Xu, Rui, Xintao Wang +15 · 17 citations
    Computer Science · #Persona Design and Applications
  3. Order Doesn't Matter, But Reasoning Does: Training LLMs with Order-Centric Augmentation
    2025/02/27 by Qianxi He, He, Qianxi, Qianyu He +11 · 3 voices
    #cs.CL #cs.AI
  4. BBT-Fin: Comprehensive Construction of Chinese Financial Domain Pre-trained Language Model, Corpus and Benchmark
    2023/02/18 by Lu, Dakuan, Wu, Hengkui, Liang, Jiaqing +6 · 11 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  5. KnowledGPT: Enhancing Large Language Models with Retrieval and Storage Access on Knowledge Bases
    2023/08/17 by Wang, Xintao, Yang, Qianwen, Qiu, Yongting +5 · 12 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  6. Tokenization Matters! Degrading Large Language Models through Challenging Their Tokenization
    2024/05/27 by Dixuan Wang, Wang, Dixuan, Yanda Li +12 · 14 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  7. Teaching Large Language Models to Express Knowledge Boundary from Their Own Signals
    2024/06/16 by Lida Chen, Zujie Liang, Chen, Lida +17 · 8 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  8. Small Language Model Can Self-correct
    2024/01/14 by Haixia Han, Jiaqing Liang, Han, Haixia +7 · 6 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  9. Ground Every Sentence: Improving Retrieval-Augmented LLMs with Interleaved Reference-Claim Generation
    2024/07/01 by Sirui Xia, Xia, Sirui, Xintao Wang +13 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  10. From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large Language Models
    2024/04/24 by Qianyu He, Jie Zeng, He, Qianyu +7 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Natural Language Processing Techniques #Topic Modeling
  11. AutoScraper: A Progressive Understanding Web Agent for Web Scraper Generation
    2024/04/19 by Wenhao Huang, Huang, Wenhao, Gu, Zhouhong +12 · 5 citations
    Computer Science · #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Web Data Mining and Analysis
  12. Reason from Fallacy: Enhancing Large Language Models' Logical Reasoning through Logical Fallacy Understanding
    2024/04/04 by Li, Yanda, Wang, Dixuan, Liang, Jiaqing +4 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  13. Language Models as Knowledge Embeddings
    2022/06/25 by Xintao Wang, Qianyu He, Wang, Xintao +5 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  14. Capturing Minds, Not Just Words: Enhancing Role-Playing Language Models with Personality-Indicative Data
    2024/06/27 by Yiting Ran, Ran, Yiting, Xintao Wang +11 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  15. Enhancing Confidence Expression in Large Language Models Through Learning from Past Experience
    2024/04/16 by Haixia Han, Tingyun Li, Han, Haixia +13 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  16. Chain-of-Knowledge: Integrating Knowledge Reasoning into Large Language Models by Learning from Knowledge Graphs
    2024/06/30 by Yifei Zhang, Zhang, Yifei, Xintao Wang +9 · 4 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Semantic Web and Ontologies #Topic Modeling
  17. EDGE: Enhanced Grounded GUI Understanding with Enriched Multi-Granularity Synthetic Data
    2024/10/25 by Xuetian Chen, Chen, Xuetian, Hangcheng Li +7 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Persona Design and Applications
  18. Order Matters: Investigate the Position Bias in Multi-constraint Instruction Following
    2025/02/24 by Jie Zeng, Zeng, Jie, Qianyu He +11 · 6 citations
    Mathematics · Social Sciences · #Artificial Intelligence (cs.AI) #Cognitive and developmental aspects of mathematical skills #Computation and Language (cs.CL) #Educational Assessment and Pedagogy #FOS: Computer and information sciences #Mathematics Education and Teaching Techniques
  19. BookWorld: From Novels to Interactive Agent Societies for Creative Story Generation
    2025/04/20 by Ran, Yiting, Wang, Xintao, Qiu, Tian +3 · 7 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  20. Think Thrice Before You Act: Progressive Thought Refinement in Large Language Models
    2024/10/17 by Chengyu Du, Du, Chengyu, Han, Jinyi +19 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  21. Revisiting the Negative Data of Distantly Supervised Relation Extraction
    2021/05/21 by Chenhao Xie, Jiaqing Liang, Xie, Chenhao +9 · 1 citation
    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
  22. Step-by-Step Mastery: Enhancing Soft Constraint Following Ability of Large Language Models
    2025/01/09 by Jie Zeng, Ren, Qingyu, Qianyu He +11 · 4 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  23. Can Pre-trained Language Models Understand Chinese Humor?
    2024/07/04 by Yuyan Chen, Chen, Yuyan, Zhixu Li +9 · 2 citations
    Psychology · #Humor Studies and Applications #Language, Metaphor, and Cognition
  24. Generative Entity Typing with Curriculum Learning
    2022/10/06 by Siyu Yuan, Yuan, Siyu, Deqing Yang +11 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text and Document Classification Technologies
  25. PowerAttention: Exponentially Scaling of Receptive Fields for Effective Sparse Attention
    2025/03/05 by Chen, Lida, Xu, Dong, An, Chenxin +8 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  26. Do Large Language Models have Problem-Solving Capability under Incomplete Information Scenarios?
    2024/09/23 by Yuyan Chen, Chen, Yuyan, Yu Tang +11 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  27. ANALOGYKB: Unlocking Analogical Reasoning of Language Models with A Million-scale Knowledge Base
    2023/05/10 by Siyu Yuan, Jiangjie Chen, Yuan, Siyu +9 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  28. Causality-aware Concept Extraction based on Knowledge-guided Prompting
    2023/05/03 by Siyu Yuan, Yuan, Siyu, Deqing Yang +11 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  29. Enhancing Quantitative Reasoning Skills of Large Language Models through Dimension Perception
    2023/12/29 by Yuncheng Huang, Qianyu He, Huang, Yuncheng +9 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  30. SED: Self-Evaluation Decoding Enhances Large Language Models for Better Generation
    2024/05/26 by Ziqin Luo, Haixia Han, Luo, Ziqin +15 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  31. ToNER: Type-oriented Named Entity Recognition with Generative Language Model
    2024/04/14 by Guochao Jiang, Ziqin Luo, Jiang, Guochao +9 · 1 citation
    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
  32. CEM: A Data-Efficient Method for Large Language Models to Continue Evolving From Mistakes
    2024/04/11 by Haokun Zhao, Zhao, Haokun, Haixia Han +9 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  33. OS-MAP: How Far Can Computer-Using Agents Go in Breadth and Depth?
    2025/07/25 by X. R. Chen, Yuquan Chen, Chen, Xuetian +27 · 4 citations
    Decision Sciences · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Automation Interaction and Safety #Human-Computer Interaction (cs.HC) #Personal Information Management and User Behavior #Social Robot Interaction and HRI
  34. HINT: Helping Ineffective Rollouts Navigate Towards Effectiveness
    2025/10/10 by Wang, Xinyi, Han, Jinyi, Jiang, Zishang +7 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  35. Your Models Have Thought Enough: Training Large Reasoning Models to Stop Overthinking
    2025/09/27 by Han, Jinyi, Huang, Ying, Liao, Ying +11 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  36. MultiLingPoT: Enhancing Mathematical Reasoning with Multilingual Program Fine-tuning
    2024/12/17 by Nianqi Li, Zujie Liang, Li, Nianqi +9 · 1 citation
    Computer Science · #Intelligent Tutoring Systems and Adaptive Learning #Numerical Methods and Algorithms