Jiaqing Liang

1. Can Large Language Models Understand Real-World Complex Instructions?
   2023/09/17 by Qianyu He, Jie Zeng, He, Qianyu +31 · 15 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
2. Order Doesn't Matter, But Reasoning Does: Training LLMs with Order-Centric Augmentation
   2025/02/27 by Qianxi He, Qianyu He, He, Qianxi +11 · 3 voices
   #cs.CL #cs.AI
3. Character is Destiny: Can Role-Playing Language Agents Make Persona-Driven Decisions?
   2024/04/18 by Rui Xu, Xu, Rui, Xintao Wang +15 · 12 citations
   Computer Science · #Persona Design and Applications
4. Tokenization Matters! Degrading Large Language Models through Challenging Their Tokenization
   2024/05/27 by Dixuan Wang, Wang, Dixuan, Yanda Li +12 · 10 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
5. Teaching Large Language Models to Express Knowledge Boundary from Their Own Signals
   2024/06/16 by Lida Chen, Chen, Lida, Zujie Liang +17 · 6 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
6. Small Language Model Can Self-correct
   2024/01/14 by Haixia Han, Jiaqing Liang, Han, Haixia +7 · 4 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
7. 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 · 4 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
8. Ground Every Sentence: Improving Retrieval-Augmented LLMs with Interleaved Reference-Claim Generation
   2024/07/01 by Sirui Xia, Xintao Wang, Xia, Sirui +13 · 4 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
9. 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 · 4 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
10. Enhancing Confidence Expression in Large Language Models Through Learning from Past Experience
    2024/04/16 by Haixia Han, Tingyun Li, Han, Haixia +13 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
11. AutoScraper: A Progressive Understanding Web Agent for Web Scraper Generation
    2024/04/19 by Wenhao Huang, Huang, Wenhao, Gu, Zhouhong +12 · 3 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. 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 · 3 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
13. Order Matters: Investigate the Position Bias in Multi-constraint Instruction Following
    2025/02/24 by Jie Zeng, Zeng, Jie, Qianyu He +11 · 4 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
14. Language Models as Knowledge Embeddings
    2022/06/25 by Xintao Wang, Wang, Xintao, Qianyu He +5 · 1 citation
    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
15. Step-by-Step Mastery: Enhancing Soft Constraint Following Ability of Large Language Models
    2025/01/09 by Jie Zeng, Ren, Qingyu, Zeng, Jie +11 · 3 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
16. 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
17. 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
18. Can Pre-trained Language Models Understand Chinese Humor?
    2024/07/04 by Yuyan Chen, Chen, Yuyan, Zhixu Li +9 · 1 citation
    Psychology · #Humor Studies and Applications #Language, Metaphor, and Cognition
19. ToNER: Type-oriented Named Entity Recognition with Generative Language Model
    2024/04/14 by Guochao Jiang, Jiang, Guochao, Ziqin Luo +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
20. Do Large Language Models have Problem-Solving Capability under Incomplete Information Scenarios?
    2024/09/23 by Yuyan Chen, Chen, Yuyan, Yu Tang +11 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
21. 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