Hanqi Yan
- The Mystery of In-Context Learning: A Comprehensive Survey on Interpretation and Analysis
2023/11/01 by Yuxiang Zhou, Jiazheng Li, Zhou, Yuxiang +9 · 9 citations
Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Large Language Models Hack Rewards, and Society
2026/06/02 by Wei Liu, Xinyi Mou, Hanqi Yan +2 · 4 voices
#cs.LG #cs.AI #cs.CL #cs.CR #cs.CY
- SciReplicate-Bench: Benchmarking LLMs in Agent-driven Algorithmic Reproduction from Research Papers
2025/03/31 by Yanzheng Xiang, Xiang, Yanzheng, Hanqi Yan +7 · 6 citations
Computer Science · Decision Sciences · Materials Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Materials Science #Multiagent Systems (cs.MA) #Scientific Computing and Data Management #Software Engineering (cs.SE) #Topic Modeling
- Encourage or Inhibit Monosemanticity? Revisit Monosemanticity from a Feature Decorrelation Perspective
2024/06/25 by Hanqi Yan, Yanzheng Xiang, Yan, Hanqi +9 · 3 citations
Computer Science · Arts and Humanities · #Natural Language Processing Techniques #Text Readability and Simplification #Syntax, Semantics, Linguistic Variation
- Mirror: A Multiple-perspective Self-Reflection Method for Knowledge-rich Reasoning
2024/02/22 by Hanqi Yan, Yan, Hanqi, Qinglin Zhu +7 · 2 citations
Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Educational Games and Gamification #FOS: Computer and information sciences #Innovative Teaching and Learning Methods #Intelligent Tutoring Systems and Adaptive Learning
- Soft Reasoning: Navigating Solution Spaces in Large Language Models through Controlled Embedding Exploration
2025/05/30 by Qinglin Zhu, Zhu, Qinglin, Runcong Zhao +9 · 5 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Counterfactual Generation with Identifiability Guarantees
2024/02/23 by Hanqi Yan, Lingjing Kong, Yan, Hanqi +11 · 1 citation
Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Manufacturing Process and Optimization
- GraphMind: Interactive Novelty Assessment System for Accelerating Scientific Discovery
2025/10/17 by Italo Luis da Silva, da Silva, Italo Luis, Hanqi Yan +5 · 1 citation
Computer Science · Materials Science · #Advanced Graph Neural Networks #Machine Learning in Materials Science #Graph Theory and Algorithms