大模型推理能力

An Approach to Grounding AI Model Evaluations in Human-derived Criteria

Sasha Mitts

专题命中 推理评测 ：reasoning(abstract,comments)；分类 cs.AI

Comments 4 figures, 6 pages, presented at CHI 2025 Workshop on Human-AI Interaction for Augmented Reasoning

Personality as a Probe for LLM Evaluation: Method Trade-offs and Downstream Effects

Gunmay Handa, Zekun Wu, Adriano Koshiyama, Philip Treleaven

机构 * University College London（伦敦大学学院） 纠错

专题命中 推理评测 ：reasoning(abstract)；分类 cs.CL

Large Language Models with Temporal Reasoning for Longitudinal Clinical Summarization and Prediction

Maya Kruse, Shiyue Hu, Nicholas Derby, Yifu Wu, Samantha Stonbraker, Bingsheng Yao, Dakuo Wang, Elizabeth Goldberg, Yanjun Gao

机构 * University of Colorado Anschutz Medical Campus（科罗拉多大学安舒茨医学校园） ； University of Colorado Boulder（科罗拉多大学波德分校） ； Northeastern University（东北大学） 纠错

专题命中 其他推理 ：reasoning(title,abstract)；chain-of-thought(abstract)；CoT(abstract)；分类 cs.CL

OPRA-Vis: Visual Analytics System to Assist Organization-Public Relationship Assessment with Large Language Models

Sangbong Yoo, Seongbum Seo, Chanyoung Yoon, Hyelim Lee, Jeong-Nam Kim, Chansoo Kim, Yun Jang, Takanori Fujiwara

专题命中 其他推理 ：reasoning(abstract)；chain-of-thought(abstract)

Simple Yet Effective: An Information-Theoretic Approach to Multi-LLM Uncertainty Quantification

Maya Kruse, Majid Afshar, Saksham Khatwani, Anoop Mayampurath, Guanhua Chen, Yanjun Gao

机构 * University of Colorado Anschutz Medical Campus（科罗拉多大学安舒茨医疗校园） ； University of Colorado Boulder（科罗拉多大学博尔德分校） ； University of Wisconsin Madison（威斯康星大学麦迪逊分校） 纠错

专题命中 其他推理 ：chain-of-thought(abstract)；分类 cs.CL、cs.AI、cs.LG

Comments Accepted to EMNLP 2025 Main Conference

Mitigation of Gender and Ethnicity Bias in AI-Generated Stories through Model Explanations

Martha O. Dimgba, Sharon Oba, Ameeta Agrawal, Philippe J. Giabbanelli

专题命中 其他推理 ：reasoning(abstract)；分类 cs.CL、cs.AI

FloodVision: Urban Flood Depth Estimation Using Foundation Vision-Language Models and Domain Knowledge Graph

Zhangding Liu, Neda Mohammadi, John E. Taylor

专题命中 其他推理 ：reasoning(abstract)；分类 cs.AI

ArtRAG: Retrieval-Augmented Generation with Structured Context for Visual Art Understanding

Shuai Wang, Ivona Najdenkoska, Hongyi Zhu, Stevan Rudinac, Monika Kackovic, Nachoem Wijnberg, Marcel Worring

机构 * University of Amsterdam（阿姆斯特丹大学） ； College of Business（商学院） ； Economics, University of Johannesburg（经济系，约翰内斯堡大学） 纠错

专题命中 其他推理 ：reasoning(abstract)；分类 cs.AI