语言大模型 / LLM

ToM: Leveraging Tree-oriented MapReduce for Long-Context Reasoning in Large Language Models

Jiani Guo, Zuchao Li, Jie Wu, Qianren Wang, Yun Li, Lefei Zhang, Hai Zhao, Yujiu Yang

机构 * School of Computer Science, Wuhan University, Wuhan, China（武汉大学计算机学院） ； School of Artificial Intelligence, Wuhan University, Wuhan, China（武汉大学人工智能学院） ； Tsinghua University（清华大学） ； Cognitive AI Lab（认知人工智能实验室） ； School of Computer Science, Shanghai Jiao Tong University, Shanghai, China（上海交通大学计算机学院） 纠错

专题命中 长上下文与记忆 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL

Comments EMNLP 2025 Main Conference

Scalable Processing-Near-Memory for 1M-Token LLM Inference: CXL-Enabled KV-Cache Management Beyond GPU Limits

Dowon Kim, MinJae Lee, Janghyeon Kim, HyuckSung Kwon, Hyeonggyu Jeong, Sang-Soo Park, Minyong Yoon, Si-Dong Roh, Yongsuk Kwon, Jinin So, Jungwook Choi

机构 * Hanyang University（翰阳大学） 纠错

专题命中 长上下文与记忆 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

Language Modeling With Factorization Memory

Lee Xiong, Maksim Tkachenko, Johanes Effendi, Ting Cai

机构 * Rakuten Group, Inc.（Rakuten集团） 纠错

专题命中 长上下文与记忆 ：language model(title,abstract)；分类 cs.CL、cs.AI

AI-Driven Day-to-Day Route Choice

Leizhen Wang, Peibo Duan, Zhengbing He, Cheng Lyu, Xin Chen, Nan Zheng, Li Yao, Zhenliang Ma

机构 * Department of Data Science and Artificial Intelligence, Monash University（数据科学与人工智能系，莫纳什大学） ； Laboratory for Information & Decision Systems, Massachusetts Institute of Technology（信息与决策系统实验室，麻省理工学院） ； Chair of Transportation Systems Engineering, Technical University of Munich（交通系统工程教授职位，慕尼黑技术大学） ； School of Civil Engineering, The University of Queensland（土木工程学院，昆士兰大学） ； Department of Civil Engineering, Monash University（土木工程系，莫纳什大学） ； School of Computer Science and Engineering, Southeast University（计算机科学与工程学院，东南大学） 纠错

专题命中 长上下文与记忆 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

The Narrative Continuity Test: A Conceptual Framework for Evaluating Identity Persistence in AI Systems

Stefano Natangelo

专题命中 长上下文与记忆 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

Comments 33 pages, 127 references v2: Minor editorial revision: redundant phrasing reduced, punctuation and formatting improved; no conceptual or data changes

SmartDoc: A Context-Aware Agentic Method Comment Generation Plugin

Vahid Etemadi, Gregorio Robles

专题命中 长上下文与记忆 ：LLM(abstract)；large language model(abstract)；language model(abstract)

Comments 6 pages, Already submitted to The 3rd International Workshop on Integrated Development Environments (the IDE Workshop)

ExplicitLM: Decoupling Knowledge from Parameters via Explicit Memory Banks

Chengzhang Yu, Zening Lu, Chenyang Zheng, Chiyue Wang, Yiming Zhang, Zhanpeng Jin

机构 * South China University of Technology（南方科技大学） ； University of Science and Technology of China（中国科学技术大学） ； Hefei Institutes of Physical Science（合肥物理科学研究院） 纠错

专题命中 长上下文与记忆 ：large language model(abstract)；language model(abstract)；分类 cs.AI

Comments 12pages, 4figures

Engineering.ai: A Platform for Teams of AI Engineers in Computational Design

Ran Xu, Yupeng Qi, Jingsen Feng, Xu Chu

机构 * Faculty for Aerospace Engineering and Geodesy, University of Stuttgart, Stuttgart, Germany（航空航天工程与大地测量学系，斯图加特大学） ； Cluster of Excellence SimTech, University of Stuttgart, Stuttgart, Germany（卓越中心SimTech，斯图加特大学） ； Faculty of Environment, Science and Economy, University of Exeter, Exeter EX4 4QF, United Kingdom（环境、科学与经济学院，埃克塞特大学） ； University of Stuttgart, Stuttgart, Germany（斯图加特大学） 纠错

专题命中 长上下文与记忆 ：LLM(abstract)；分类 cs.AI