大模型推理能力

ACING: Actor-Critic for Instruction Learning in Black-Box LLMs

Salma Kharrat, Fares Fourati, Marco Canini

机构 * KAUST（卡斯土尼亚大学） 纠错

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

Comments Accepted at EMNLP 2025

(Ir)rationality in AI: State of the Art, Research Challenges and Open Questions

Olivia Macmillan-Scott, Mirco Musolesi

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

Journal ref Artificial Intelligence Review 58, 352 (2025)

Improving Narrative Classification and Explanation via Fine Tuned Language Models

Rishit Tyagi, Rahul Bouri, Mohit Gupta

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

World Model Implanting for Test-time Adaptation of Embodied Agents

Minjong Yoo, Jinwoo Jang, Sihyung Yoon, Honguk Woo

机构 * Department of Computer Science and Engineering, Sungkyunkwan University（计算机科学与工程系，顺天大学） 纠错

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

Journal ref Forty-second International Conference on Machine Learning, 2025

Vehicle-to-Infrastructure Collaborative Spatial Perception via Multimodal Large Language Models

Kimia Ehsani, Walid Saad

机构 * Bradley Department of Electrical and Computer Engineering（电气与计算机工程系） 纠错

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

Comments Accepted at IEEE GLOBECOM 2025

An Agentic Model Context Protocol Framework for Medical Concept Standardization

Jaerong Ahn, Andrew Wen, Nan Wang, Heling Jia, Zhiyi Yue, Sunyang Fu, Hongfang Liu

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

Deciphering Emotions in Children Storybooks: A Comparative Analysis of Multimodal LLMs in Educational Applications

Bushra Asseri, Estabraq Abdelaziz, Maha Al Mogren, Tayef Alhefdhi, Areej Al-Wabil

机构 * College of Engineering & Advanced Computing（工程与高级计算学院） 纠错

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