AI 大模型

大模型推理能力

大模型数学、逻辑、规划、多步推理和测试时计算能力。

2025-10-06 至 2025-10-06 共收录 4 篇信号源：cs.CL, cs.AI, cs.LG

1. 其他推理 4 篇

2510.03204 2025-10-06 cs.CL 57%

FocusAgent: Simple Yet Effective Ways of Trimming the Large Context of Web Agents

Imene Kerboua, Sahar Omidi Shayegan, Megh Thakkar, Xing Han Lù, Léo Boisvert, Massimo Caccia, Jérémy Espinas, Alexandre Aussem, Véronique Eglin, Alexandre Lacoste

机构 * LIRIS - CNRS, INSA Lyon, Universite Claude Bernard Lyon 1（LIRIS - CNRS，INSA里昂，克劳德·贝尔纳大学里昂）； Esker ； ServiceNow Research（ServiceNow研究）； Mila - Quebec AI Institute（魁北克人工智能研究所）； McGill University（麦吉尔大学）； Polytechnique Montréal（蒙特利尔理工学院）

专题命中其他推理：reasoning(abstract)；分类 cs.CL

2510.02752 2025-10-06 cs.CL 57%

The Path of Self-Evolving Large Language Models: Achieving Data-Efficient Learning via Intrinsic Feedback

Hangfan Zhang, Siyuan Xu, Zhimeng Guo, Huaisheng Zhu, Shicheng Liu, Xinrun Wang, Qiaosheng Zhang, Yang Chen, Peng Ye, Lei Bai, Shuyue Hu

机构 * Pennsylvania State University（宾夕法尼亚州立大学）； Singapore Management University（新加坡管理大学）； Shanghai Artificial Intelligence Laboratory（上海人工智能实验室）

专题命中其他推理：reasoning(abstract)；分类 cs.CL

2507.21117 2025-10-06 cs.IR cs.AI 57%

A Comprehensive Review on Harnessing Large Language Models to Overcome Recommender System Challenges

Rahul Raja, Anshaj Vats, Arpita Vats, Anirban Majumder

机构 * Linkedin, Carnegie Mellon University, Stanford University（LinkedIn、卡内基梅隆大学、斯坦福大学）； Meta ； Linkedin, Meta AI, Amazon, Boston University（LinkedIn、Meta AI、亚马逊、波士顿大学）； Amazon（亚马逊）

专题命中其他推理：reasoning(abstract)；分类 cs.AI

2507.04404 2025-10-06 cs.AI 57%

LayerCake: Token-Aware Contrastive Decoding within Large Language Model Layers

Jingze Zhu, Yongliang Wu, Wenbo Zhu, Jiawang Cao, Yanqiang Zheng, Jiawei Chen, Xu Yang, Bernt Schiele, Jonas Fischer, Xinting Hu

专题命中其他推理：reasoning(abstract)；分类 cs.AI

Comments The submission was made before undergoing the required review by the co-authors' affiliated institutions. We are withdrawing the paper to allow for the completion of the institutional review process