AI 大模型

语言大模型 / LLM

大语言模型、预训练、指令微调、后训练和语言模型应用。

2025-07-29 至 2025-07-29 共收录 6 篇信号源：cs.CL, cs.AI, cs.LG

1. 长上下文与记忆 6 篇

2410.23771 2025-07-29 cs.CL cs.LG 84%

What is Wrong with Perplexity for Long-context Language Modeling?

Lizhe Fang, Yifei Wang, Zhaoyang Liu, Chenheng Zhang, Stefanie Jegelka, Jinyang Gao, Bolin Ding, Yisen Wang

机构 * State Key Lab of General Artificial Intelligence, School of Intelligence Science and Technology, Peking University（一般人工智能国家重点实验室，智能科学与技术学院，北京大学）； MIT CSAIL（麻省理工学院计算机科学与人工智能实验室）； Alibaba Group（阿里巴巴集团）； TUM CIT, MCML, MDSI（技术大学（TUM） CIT、MCML、MDSI）； MIT EECS, CSAIL（麻省理工学院电子工程与计算机科学系，计算机科学与人工智能实验室）； Institute for Artificial Intelligence, Peking University（人工智能研究院，北京大学）

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

2503.08026 2025-07-29 cs.CL cs.AI 73%

In Prospect and Retrospect: Reflective Memory Management for Long-term Personalized Dialogue Agents

Zhen Tan, Jun Yan, I-Hung Hsu, Rujun Han, Zifeng Wang, Long T. Le, Yiwen Song, Yanfei Chen, Hamid Palangi, George Lee, Anand Iyer, Tianlong Chen, Huan Liu, Chen-Yu Lee, Tomas Pfister

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

Comments Accepted to ACL 2025

2507.20215 2025-07-29 cs.MA 71%

MLC-Agent: Cognitive Model based on Memory-Learning Collaboration in LLM Empowered Agent Simulation Environment

Ming Zhang, Yiling Xuan, Qun Ma, Yuwei Guo

专题命中长上下文与记忆：LLM(title)

2507.20030 2025-07-29 cs.CL 70%

FAEDKV: Infinite-Window Fourier Transform for Unbiased KV Cache Compression

Runchao Li, Yao Fu, Mu Sheng, Xianxuan Long, Haotian Yu, Pan Li

机构 * Case Western Reserve University（凯斯西储大学）

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

2406.13632 2025-07-29 cs.CL 70%

DoubleDipper: Improving Long-Context LLMs via Context Recycling

Arie Cattan, Alon Jacovi, Alex Fabrikant, Jonathan Herzig, Roee Aharoni, Hannah Rashkin, Dror Marcus, Avinatan Hassidim, Yossi Matias, Idan Szpektor, Avi Caciularu

机构 * Bar-Ilan University（巴伊兰大学）； Google Research（谷歌研究）； Google DeepMind（谷歌DeepMind）

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

2507.20145 2025-07-29 cs.CL cs.AI 62%

Multi-Agent Interactive Question Generation Framework for Long Document Understanding

Kesen Wang, Daulet Toibazar, Abdulrahman Alfulayt, Abdulaziz S. Albadawi, Ranya A. Alkahtani, Asma A. Ibrahim, Haneen A. Alhomoud, Sherif Mohamed, Pedro J. Moreno

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