语言大模型 / LLM - arXivDaily 专题

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

2409.10482 2024-09-30 cs.CL 89%

Schrodinger's Memory: Large Language Models

Wei Wang, Qing 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

2405.17052 2024-09-04 cs.CL 89%

SelfCP: Compressing Over-Limit Prompt via the Frozen Large Language Model Itself

Jun Gao, Ziqiang Cao, Wenjie 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

2408.03841 2024-08-08 cs.SE cs.AI 89%

MaxMind: A Memory Loop Network to Enhance Software Productivity based on Large Language Models

Yuchen Dong, XiaoXiang Fang, Yuchen Hu, Renshuang Jiang, Zhe Jiang

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

2407.14838 2024-07-23 cs.CR cs.AI 89%

Retrieval Augmented Generation Integrated Large Language Models in Smart Contract Vulnerability Detection

Jeffy Yu

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 17 pages, 3 figures, 4 tables

2407.14239 2024-07-22 cs.AI 89%

KoMA: Knowledge-driven Multi-agent Framework for Autonomous Driving with Large Language Models

Kemou Jiang, Xuan Cai, Zhiyong Cui, Aoyong Li, Yilong Ren, Haiyang Yu, Hao Yang, Daocheng Fu, Licheng Wen, Pinlong Cai

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 13 pages, 18 figures

2309.01809 2024-07-16 cs.CL 89%

Are Emergent Abilities in Large Language Models just In-Context Learning?

Sheng Lu, Irina Bigoulaeva, Rachneet Sachdeva, Harish Tayyar Madabushi, Iryna Gurevych

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

Comments Accepted to ACL 2024

2407.00065 2024-07-02 physics.ed-ph cs.AI 89%

A Personalised Learning Tool for Physics Undergraduate Students Built On a Large Language Model for Symbolic Regression

Yufan Zhu, Zi-Yu Khoo, Jonathan Sze Choong Low, Stephane Bressan

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

2406.18193 2024-06-27 cs.CV cs.AI 89%

MammothModa: Multi-Modal Large Language Model

Qi She, Junwen Pan, Xin Wan, Rui Zhang, Dawei Lu, Kai Huang

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 Technical report

2406.03092 2024-06-06 cs.CL 89%

FragRel: Exploiting Fragment-level Relations in the External Memory of Large Language Models

Xihang Yue, Linchao Zhu, Yi Yang

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

1. 长上下文与记忆 4738 篇

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

Schrodinger's Memory: Large Language Models

SelfCP: Compressing Over-Limit Prompt via the Frozen Large Language Model Itself

MaxMind: A Memory Loop Network to Enhance Software Productivity based on Large Language Models

Retrieval Augmented Generation Integrated Large Language Models in Smart Contract Vulnerability Detection

KoMA: Knowledge-driven Multi-agent Framework for Autonomous Driving with Large Language Models

Are Emergent Abilities in Large Language Models just In-Context Learning?

A Personalised Learning Tool for Physics Undergraduate Students Built On a Large Language Model for Symbolic Regression

MammothModa: Multi-Modal Large Language Model

FragRel: Exploiting Fragment-level Relations in the External Memory of Large Language Models