语言大模型 / LLM - arXivDaily 专题

2508.00843 2025-08-05 cs.HC cs.AI cs.SE 89%

Generative AI for CAD Automation: Leveraging Large Language Models for 3D Modelling

Sumit Kumar, Sarthak Kapoor, Harsh Vardhan, Yao Zhao

机构 * Georgia State University（佐治亚州立大学）； Amazon LLC（亚马逊公司）； Vanderbilt University（范德比尔特大学）； Temple University（Temple 大学）

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

2411.07037 2025-07-25 cs.CL 89%

LIFBench: Evaluating the Instruction Following Performance and Stability of Large Language Models in Long-Context Scenarios

Xiaodong Wu, Minhao Wang, Yichen Liu, Xiaoming Shi, He Yan, Xiangju Lu, Junmin Zhu, Wei Zhang

机构 * East China Normal University（东华师范大学）； iQIYI Inc（iQIYI公司）； Shanghai Innovation Institute（上海创新研究院）

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

Comments 17 pages, 3 figures

2506.21589 2025-06-30 cs.CL 89%

A General Method for Detecting Information Generated by Large Language Models

Minjia Mao, Dongjun Wei, Xiao Fang, Michael Chau

机构 * University of Delaware（德克萨斯大学）； The University of Hong Kong（香港大学）

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

2506.14535 2025-06-18 cs.SE cs.AI cs.ET 89%

Automatic Qiskit Code Refactoring Using Large Language Models

José Manuel Suárez, Luis Mariano Bibbó, Joaquin Bogado, Alejandro Fernandez

机构 * LIFIA UNLP（UNLP LIFIA学院）

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

Comments Submitted for review to "Taller Latinoamericano de Ingeniería de Software Cuántico" (https://www.ripaisc.net/call-for-papers-tlisc-2025/)

2505.24716 2025-06-02 cs.DB cs.AI 89%

Towards Scalable Schema Mapping using Large Language Models

Christopher Buss, Mahdis Safari, Arash Termehchy, Stefan Lee, David Maier

机构 * Oregon State University（俄勒冈州立大学）； Portland State University（波特兰州立大学）

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

2505.24187 2025-06-02 cs.CL 89%

Beyond Exponential Decay: Rethinking Error Accumulation in Large Language Models

Mikhail L. Arbuzov, Alexey A. Shvets, Sisong Beir

机构 * Independent Researcher（独立研究者）

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

2505.22101 2025-05-29 cs.CL 89%

MemOS: An Operating System for Memory-Augmented Generation (MAG) in Large Language Models

Zhiyu Li, Shichao Song, Hanyu Wang, Simin Niu, Ding Chen, Jiawei Yang, Chenyang Xi, Huayi Lai, Jihao Zhao, Yezhaohui Wang, Junpeng Ren, Zehao Lin, Jiahao Huo, Tianyi Chen, Kai Chen, Kehang Li, Zhiqiang Yin, Qingchen Yu, Bo Tang, Hongkang Yang, Zhi-Qin John Xu, Feiyu Xiong

机构 * MemTensor (Shanghai) Technology Co., Ltd.（MemTensor（上海）技术有限公司）； Shanghai Jiao Tong University（上海交通大学）； Renmin University of China（中国人民大学）； Research Institute of China Telecom（中国电信研究院）

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

2505.21753 2025-05-29 cs.CY cs.CL 89%

From prosthetic memory to prosthetic denial: Auditing whether large language models are prone to mass atrocity denialism

Roberto Ulloa, Eve M. Zucker, Daniel Bultmann, David J. Simon, Mykola Makhortykh

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

2411.13504 2025-05-16 cs.CL 89%

Disentangling Memory and Reasoning Ability in Large Language Models

Mingyu Jin, Weidi Luo, Sitao Cheng, Xinyi Wang, Wenyue Hua, Ruixiang Tang, William Yang Wang, Yongfeng Zhang

机构 * Rutgers University（罗格斯大学）； The Ohio State University（俄亥俄州立大学）； University of California, Santa Barbara（加州大学圣巴巴拉分校）

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

Comments Accepted by ACL 2025

2505.05600 2025-05-12 cs.SE cs.LG 89%

Enhancing Large Language Models with Faster Code Preprocessing for Vulnerability Detection

José Gonçalves, Miguel Silva, Eva Maia, Isabel Praça

机构 * GECAD, ISEP, Polytechnic of Porto（GECAD、ISEP、波尔图理工学院）

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

Comments 10 pages, 3 tables, DCAI'25: Distributed Computing and Artificial Intelligence 2025

2505.02252 2025-05-06 cs.CL 89%

Personalisation or Prejudice? Addressing Geographic Bias in Hate Speech Detection using Debias Tuning in Large Language Models

Paloma Piot, Patricia Martín-Rodilla, Javier Parapar

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

2504.14496 2025-04-22 cs.CL 89%

Functional Abstraction of Knowledge Recall in Large Language Models

Zijian Wang, Chang Xu

机构 * School of Computer Science（计算机学院）； The University of Sydney（悉尼大学）

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

2504.00274 2025-04-02 cs.CL cs.HC 89%

Text Chunking for Document Classification for Urban System Management using Large Language Models

Joshua Rodriguez, Om Sanan, Guillermo Vizarreta-Luna, Steven A. Conrad

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

Comments 16 pages, 6 figures, 4 tables, 2 algorithms; Replication data and code can be found https://github.com/josh-rodriguez-csu/ChunkingforLLMs

2304.13343 2025-03-19 cs.CL 89%

SCM: Enhancing Large Language Model with Self-Controlled Memory Framework

Bing Wang, Xinnian Liang, Jian Yang, Hui Huang, Shuangzhi Wu, Peihao Wu, Lu Lu, Zejun Ma, Zhoujun Li

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

Comments Accepted by DASFAA 2025 main conference

2502.17591 2025-03-12 cs.CL 89%

Proactive Privacy Amnesia for Large Language Models: Safeguarding PII with Negligible Impact on Model Utility

Martin Kuo, Jingyang Zhang, Jianyi Zhang, Minxue Tang, Louis DiValentin, Aolin Ding, Jingwei Sun, William Chen, Amin Hass, Tianlong Chen, Yiran Chen, Hai Li

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

Comments ICLR'25 Poster. Project page and code is available at https://ppa-iclr2025.my.canva.site/

2403.15648 2025-03-11 cs.RO cs.AI 89%

Unifying Large Language Model and Deep Reinforcement Learning for Human-in-Loop Interactive Socially-aware Navigation

Weizheng Wang, Ike Obi, Aniket Bera, Byung-Cheol Min

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

2503.01155 2025-03-10 cs.CL cs.MA 89%

Nature-Inspired Population-Based Evolution of Large Language Models

Yiqun Zhang, Peng Ye, Xiaocui Yang, Shi Feng, Shufei Zhang, Lei Bai, Wanli Ouyang, Shuyue Hu

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

Comments preprint

2410.16848 2025-02-28 cs.CL 89%

ETHIC: Evaluating Large Language Models on Long-Context Tasks with High Information Coverage

Taewhoo Lee, Chanwoong Yoon, Kyochul Jang, Donghyeon Lee, Minju Song, Hyunjae Kim, Jaewoo Kang

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

Comments NAACL 2025

2502.00448 2025-02-04 cs.CL 89%

HERA: Improving Long Document Summarization using Large Language Models with Context Packaging and Reordering

Taiji Li, Hao Chen, Fei Yu, Yin Zhang

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

Comments 7 pages, 1 figure

2502.00158 2025-02-04 cs.CL 89%

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating

Binchi Zhang, Zhengzhang Chen, Zaiyi Zheng, Jundong Li, Haifeng Chen

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

2410.14368 2025-01-10 cs.AI cs.RO 89%

CoMAL: Collaborative Multi-Agent Large Language Models for Mixed-Autonomy Traffic

Huaiyuan Yao, Longchao Da, Vishnu Nandam, Justin Turnau, Zhiwei Liu, Linsey Pang, Hua Wei

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

Comments 8 pages, 4 figures, accepted to SDM25

2501.03857 2025-01-08 cs.CL 89%

Progressive Document-level Text Simplification via Large Language Models

Dengzhao Fang, Jipeng Qiang, Yi Zhu, Yunhao Yuan, Wei Li, Yan Liu

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

2412.13238 2024-12-20 cs.AI cs.ET cs.RO 89%

SafeDrive: Knowledge- and Data-Driven Risk-Sensitive Decision-Making for Autonomous Vehicles with Large Language Models

Zhiyuan Zhou, Heye Huang, Boqi Li, Shiyue Zhao, Yao Mu, Jianqiang Wang

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

2412.07171 2024-12-11 cs.CL 89%

Breaking the Stage Barrier: A Novel Single-Stage Approach to Long Context Extension for Large Language Models

Haoran Lian, Junmin Chen, Wei Huang, Yizhe Xiong, Wenping Hu, Guiguang Ding, Hui Chen, Jianwei Niu, Zijia Lin, Fuzheng Zhang, Di Zhang

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

2411.06465 2024-11-12 cs.LG cs.DC 89%

Accelerating Large Language Model Training with 4D Parallelism and Memory Consumption Estimator

Kazuki Fujii, Kohei Watanabe, Rio Yokota

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

2411.04602 2024-11-08 cs.IR cs.CL 89%

Self-Calibrated Listwise Reranking with Large Language Models

Ruiyang Ren, Yuhao Wang, Kun Zhou, Wayne Xin Zhao, Wenjie Wang, Jing Liu, Ji-Rong Wen, Tat-Seng Chua

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

2309.04316 2024-10-14 cs.RO cs.AI 89%

Incremental Learning of Humanoid Robot Behavior from Natural Interaction and Large Language Models

Leonard Bärmann, Rainer Kartmann, Fabian Peller-Konrad, Jan Niehues, Alex Waibel, Tamim Asfour

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

Comments This version (v3) adds further quantitative evaluation and many improvements. v2 was presented at the Workshop on Language and Robot Learning (LangRob) at the Conference on Robot Learning (CoRL) 2023. Supplementary video available at https://youtu.be/y5O2mRGtsLM

Journal ref Frontiers in Robotics and AI, Volume 11 - 2024

2410.06886 2024-10-10 cs.CL 89%

FltLM: An Intergrated Long-Context Large Language Model for Effective Context Filtering and Understanding

Jingyang Deng, Zhengyang Shen, Boyang Wang, Lixin Su, Suqi Cheng, Ying Nie, Junfeng Wang, Dawei Yin, Jinwen Ma

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

Comments Accepted by the 27th European Conference on Artificial Intelligence (ECAI-2024), this is the full version of the paper including technical appendices. This final version features enhanced formatting and corrections to errors present in other online versions. We regret any inconvenience this may have caused our readers

2410.01490 2024-10-04 cs.CL 89%

Extending Context Window of Large Language Models from a Distributional Perspective

Yingsheng Wu, Yuxuan Gu, Xiaocheng Feng, Weihong Zhong, Dongliang Xu, Qing Yang, Hongtao Liu, Bing Qin

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

Comments 14 pages, 8 figures, Accepted to EMNLP2024

2410.00749 2024-10-02 cs.CL 89%

Optimizing Token Usage on Large Language Model Conversations Using the Design Structure Matrix

Ramon Maria Garcia Alarcia, Alessandro Golkar

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

Comments 10 pages, 26th International Dependency and Structure Modelling Conference, DSM 2024

Journal ref DS 134: Proceedings of the 26th International DSM Conference (DSM 2024), Stuttgart, Germany

1. 长上下文与记忆 4789 篇

Generative AI for CAD Automation: Leveraging Large Language Models for 3D Modelling

LIFBench: Evaluating the Instruction Following Performance and Stability of Large Language Models in Long-Context Scenarios

A General Method for Detecting Information Generated by Large Language Models

Automatic Qiskit Code Refactoring Using Large Language Models

Towards Scalable Schema Mapping using Large Language Models

Beyond Exponential Decay: Rethinking Error Accumulation in Large Language Models

MemOS: An Operating System for Memory-Augmented Generation (MAG) in Large Language Models

From prosthetic memory to prosthetic denial: Auditing whether large language models are prone to mass atrocity denialism

Disentangling Memory and Reasoning Ability in Large Language Models

Enhancing Large Language Models with Faster Code Preprocessing for Vulnerability Detection

Personalisation or Prejudice? Addressing Geographic Bias in Hate Speech Detection using Debias Tuning in Large Language Models

Functional Abstraction of Knowledge Recall in Large Language Models

Text Chunking for Document Classification for Urban System Management using Large Language Models

SCM: Enhancing Large Language Model with Self-Controlled Memory Framework

Proactive Privacy Amnesia for Large Language Models: Safeguarding PII with Negligible Impact on Model Utility

Unifying Large Language Model and Deep Reinforcement Learning for Human-in-Loop Interactive Socially-aware Navigation

Nature-Inspired Population-Based Evolution of Large Language Models

ETHIC: Evaluating Large Language Models on Long-Context Tasks with High Information Coverage

HERA: Improving Long Document Summarization using Large Language Models with Context Packaging and Reordering

Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating

CoMAL: Collaborative Multi-Agent Large Language Models for Mixed-Autonomy Traffic

Progressive Document-level Text Simplification via Large Language Models

SafeDrive: Knowledge- and Data-Driven Risk-Sensitive Decision-Making for Autonomous Vehicles with Large Language Models

Breaking the Stage Barrier: A Novel Single-Stage Approach to Long Context Extension for Large Language Models

Accelerating Large Language Model Training with 4D Parallelism and Memory Consumption Estimator

Self-Calibrated Listwise Reranking with Large Language Models

Incremental Learning of Humanoid Robot Behavior from Natural Interaction and Large Language Models

FltLM: An Intergrated Long-Context Large Language Model for Effective Context Filtering and Understanding

Extending Context Window of Large Language Models from a Distributional Perspective

Optimizing Token Usage on Large Language Model Conversations Using the Design Structure Matrix