大模型推理能力

CoEx -- Co-evolving World-model and Exploration

Minsoo Kim, Seung-won Hwang

专题命中 逻辑推理 ：reasoning(abstract)；planning(abstract)；分类 cs.CL、cs.AI

SLM-SQL: An Exploration of Small Language Models for Text-to-SQL

Lei Sheng, Shuai-Shuai Xu

机构 * Wuhan University of Technology（武汉理工大学） ； University of Science and Technology of China（中国科学技术大学） 纠错

专题命中 逻辑推理 ：reasoning(abstract)；logical reasoning(abstract)；分类 cs.CL

Comments 16 pages, 2 figures, work in progress

A Survey on Large Language Model Acceleration based on KV Cache Management

Haoyang Li, Yiming Li, Anxin Tian, Tianhao Tang, Zhanchao Xu, Xuejia Chen, Nicole Hu, Wei Dong, Qing Li, Lei Chen

机构 * Department of Computing, The Hong Kong Polytechnic University（计算系，香港理工大学） ； Department of Computer Science and Engineering（计算机科学与工程系） ； Department of Computer Science and Technology（计算机科学与技术系） ； Department of Computing and Data Science（计算与数据科学系） 纠错

专题命中 逻辑推理 ：reasoning(abstract)；logical reasoning(abstract)；分类 cs.AI

Comments Accepted to TMLR 2025. The revised version incorporates more papers and has been further polished