Jinming Nian

1. Does Reasoning Introduce Bias? A Study of Social Bias Evaluation and Mitigation in LLM Reasoning
   2025/02/21 by Xuyang Wu, Wu, Xuyang, Jinming Nian +9 · 4 citations
   Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation
2. ELOQ: Resources for Enhancing LLM Detection of Out-of-Scope Questions
   2024/10/18 by Zhiyuan Peng, Jinming Nian, Peng, Zhiyuan +5 · 2 citations
   Computer Science · Medicine · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Clinical Reasoning and Diagnostic Skills #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Topic Modeling
3. W-RAG: Weakly Supervised Dense Retrieval in RAG for Open-domain Question Answering
   2024/08/15 by Jinming Nian, Nian, Jinming, Zhiyuan Peng +5 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling