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。

2025-09-24 至 2025-09-24 共收录 4 篇信号源：cs.CL, cs.AI, cs.LG

1. 长上下文与记忆 4 篇

2509.18868 2025-09-24 cs.AI 88%

Memory in Large Language Models: Mechanisms, Evaluation and Evolution

Dianxing Zhang, Wendong Li, Kani Song, Jiaye Lu, Gang Li, Liuchun Yang, Sheng Li

专题命中长上下文与记忆：large language model(title)；language model(title)；LLM(abstract,comments)；pretraining(abstract)

Comments 50 pages, 1 figure, 8 tables This is a survey/framework paper on LLM memory mechanisms and evaluation

2507.09790 2025-09-24 cs.SE cs.AI cs.PF 85%

Prompting for Performance: Exploring LLMs for Configuring Software

Helge Spieker, Théo Matricon, Nassim Belmecheri, Jørn Eirik Betten, Gauthier Le Bartz Lyan, Heraldo Borges, Quentin Mazouni, Dennis Gross, Arnaud Gotlieb, Mathieu Acher

机构 * Inria-Simula associate team RIPOST（Inria-Simula联合团队RIPOST）； Inria Défi LLM4Code project（Inria LLM4Code项目）

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

Comments ICTAI 2025

2509.18713 2025-09-24 cs.CL cs.AI 79%

MemOrb: A Plug-and-Play Verbal-Reinforcement Memory Layer for E-Commerce Customer Service

Yizhe Huang, Yang Liu, Ruiyu Zhao, Xiaolong Zhong, Xingming Yue, Ling Jiang

机构 * Xiaoduo AI（小多AI）； Fudan University（复旦大学）； East China University of Science and Technology（东华大学）； Shanghai Jiao Tong University（上海交通大学）

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

2409.02889 2025-09-24 cs.CL cs.AI cs.CV cs.MM 73%

LongLLaVA: Scaling Multi-modal LLMs to 1000 Images Efficiently via a Hybrid Architecture

Xidong Wang, Dingjie Song, Shunian Chen, Junyin Chen, Zhenyang Cai, Chen Zhang, Lichao Sun, Benyou Wang

机构 * The Chinese University of Hong Kong, Shenzhen（香港中文大学（深圳））； Lehigh University（莱斯利大学）； Meituan（美团）

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 EMNLP 2025 Findings