Deqing Yang

1. EvoAgent: Towards Automatic Multi-Agent Generation via Evolutionary Algorithms
   2024/06/20 by Siyu Yuan, Yuan, Siyu, Kaitao Song +9 · 33 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Reinforcement Learning in Robotics #Robotic Path Planning Algorithms
2. 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
3. "A good pun is its own reword": Can Large Language Models Understand Puns?
   2024/04/21 by Zhijun Xu, Xu, Zhijun, Siyu Yuan +5 · 8 citations
   Psychology · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Humor Studies and Applications
4. Evaluating Character Understanding of Large Language Models via Character Profiling from Fictional Works
   2024/04/19 by Xinfeng Yuan, Siyu Yuan, Yuan, Xinfeng +13 · 7 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
5. Distilling Script Knowledge from Large Language Models for Constrained Language Planning
   2023/05/09 by Siyu Yuan, Yuan, Siyu, Jiangjie Chen +13 · 4 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
6. 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
7. 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
8. LoGU: Long-form Generation with Uncertainty Expressions
   2024/10/18 by Ruihan Yang, Yang, Ruihan, Caiqi Zhang +13 · 5 citations
   Computer Science · #Model-Driven Software Engineering Techniques
9. Group Buying Recommendation Model Based on Multi-task Learning
   2022/11/25 by Shuoyao Zhai, Zhai, Shuoyao, Baichuan Liu +5 · 2 citations
   Computer Science · Social Sciences · #Digital Marketing and Social Media #Expert finding and Q&A systems #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
10. SubAnom: Efficient Subgraph Anomaly Detection Framework over Dynamic Graphs
    2023/12/16 by Zhang, Chi, Wenkai Xiang, Xiang, Wenkai +6 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Network Security and Intrusion Detection #Social and Information Networks (cs.SI)
11. WAPITI: A Watermark for Finetuned Open-Source LLMs
    2024/10/09 by Lingjie Chen, Ruizhong Qiu, Chen, Lingjie +14 · 4 citations
    Computer Science · Decision Sciences · #Advanced Data Storage Technologies #Scientific Computing and Data Management #Digital Rights Management and Security
12. Unlocking Scientific Concepts: How Effective Are LLM-Generated Analogies for Student Understanding and Classroom Practice?
    2025/02/24 by Zekai Shao, Shao, Zekai, Siyu Yuan +9 · 3 citations
    Social Sciences · #Educational Assessment and Pedagogy #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
13. The Lighthouse of Language: Enhancing LLM Agents via Critique-Guided Improvement
    2025/03/20 by Ruihan Yang, Yang, Ruihan, Fanghua Ye +13 · 4 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
14. Generative Entity Typing with Curriculum Learning
    2022/10/06 by Siyu Yuan, Deqing Yang, Yuan, Siyu +11 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text and Document Classification Technologies
15. ANALOGYKB: Unlocking Analogical Reasoning of Language Models with A Million-scale Knowledge Base
    2023/05/10 by Siyu Yuan, Yuan, Siyu, Jiangjie Chen +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
16. Accelerating Personalized PageRank Vector Computation
    2023/06/03 by Zhen Chen, Xingzhi Guo, Chen, Zhen +7 · 1 citation
    Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Data Quality and Management #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences
17. 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
18. 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
19. Boosting Scientific Concepts Understanding: Can Analogy from Teacher Models Empower Student Models?
    2024/06/17 by Siyu Yuan, Yuan, Siyu, Jiayang, Cheng +4 · 1 citation
    Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mathematics Education and Teaching Techniques #Science Education and Pedagogy
20. 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
21. Mitigating Out-of-Entity Errors in Named Entity Recognition: A Sentence-Level Strategy
    2024/12/11 by Guochao Jiang, Jiang, Guochao, Ziqin Luo +7 · 1 citation
    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