语言大模型 / LLM - arXivDaily 专题

2412.20230 2024-12-31 cs.RO cs.AI 88%

Leveraging Large Language Models for Enhancing Autonomous Vehicle Perception

Athanasios Karagounis

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

Comments 4 pages

2403.11802 2024-12-25 cs.CL 88%

Counting-Stars: A Multi-evidence, Position-aware, and Scalable Benchmark for Evaluating Long-Context Large Language Models

Mingyang Song, Mao Zheng, Xuan Luo

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 Accepted by COLING 2025

2412.14574 2024-12-20 cs.IR cs.CL 88%

Sliding Windows Are Not the End: Exploring Full Ranking with Long-Context Large Language Models

Wenhan Liu, Xinyu Ma, Yutao Zhu, Ziliang Zhao, Shuaiqiang Wang, Dawei Yin, Zhicheng Dou

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 14 pages

2406.10264 2024-12-04 cs.RO cs.CL 88%

Large Language Model-empowered multimodal strain sensory system for shape recognition, monitoring, and human interaction of tensegrity

Zebing Mao, Ryota Kobayashi, Hiroyuki Nabae, Koichi Suzumori

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

2411.18280 2024-11-28 cs.CL 88%

Neutralizing Backdoors through Information Conflicts for Large Language Models

Chen Chen, Yuchen Sun, Xueluan Gong, Jiaxin Gao, Kwok-Yan Lam

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

2411.15785 2024-11-28 cs.CL 88%

A Method for Building Large Language Models with Predefined KV Cache Capacity

Zhonghua Yi, Ge Niu, Lei Wang, Wei Tang, Liqiu Zhang

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

2409.19315 2024-11-26 cs.NE cs.AI cs.AR cs.ET 88%

Analog In-Memory Computing Attention Mechanism for Fast and Energy-Efficient Large Language Models

Nathan Leroux, Paul-Philipp Manea, Chirag Sudarshan, Jan Finkbeiner, Sebastian Siegel, John Paul Strachan, Emre Neftci

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

Comments 25 pages, 6 figures, 1 table

2411.11424 2024-11-19 cs.CL 88%

Membership Inference Attack against Long-Context Large Language Models

Zixiong Wang, Gaoyang Liu, Yang Yang, Chen Wang

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

2310.12821 2024-11-05 cs.CL cs.HC 88%

GestureGPT: Toward Zero-Shot Free-Form Hand Gesture Understanding with Large Language Model Agents

Xin Zeng, Xiaoyu Wang, Tengxiang Zhang, Chun Yu, Shengdong Zhao, Yiqiang Chen

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 This paper has been accepted to the ISS 2024 track of the Proceedings of the ACM on Human-Computer Interaction

Journal ref Proc. ACM Hum.-Comput. Interact., Vol. 8, No. ISS, Article 545, 2024, 38 pages

2402.05827 2024-10-28 cs.CL 88%

On the Robustness of Editing Large Language Models

Xinbei Ma, Tianjie Ju, Jiyang Qiu, Zhuosheng Zhang, Hai Zhao, Lifeng Liu, Yulong Wang

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 EMNLP2024. Code is publicly available at https://github.com/xbmxb/edit_analysis

2410.03170 2024-10-07 cs.CL 88%

Autoregressive Large Language Models are Computationally Universal

Dale Schuurmans, Hanjun Dai, Francesco Zanini

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 32 pages

2409.02522 2024-09-24 cs.AI cs.RO 88%

Cog-GA: A Large Language Models-based Generative Agent for Vision-Language Navigation in Continuous Environments

Zhiyuan Li, Yanfeng Lu, Yao Mu, Hong Qiao

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

2408.14045 2024-08-27 cs.CR cs.AI 88%

Beyond Detection: Leveraging Large Language Models for Cyber Attack Prediction in IoT Networks

Alaeddine Diaf, Abdelaziz Amara Korba, Nour Elislem Karabadji, Yacine Ghamri-Doudane

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

2312.09542 2024-06-27 cs.CL 88%

Marathon: A Race Through the Realm of Long Context with Large Language Models

Lei Zhang, Yunshui Li, Ziqiang Liu, Jiaxi yang, Junhao Liu, Longze Chen, Run Luo, Min Yang

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

2406.02818 2024-06-06 cs.CL 88%

Chain of Agents: Large Language Models Collaborating on Long-Context Tasks

Yusen Zhang, Ruoxi Sun, Yanfei Chen, Tomas Pfister, Rui Zhang, Sercan Ö. Arik

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 19 pages, 6 figures

2406.02472 2024-06-05 cs.CL 88%

Analyzing Temporal Complex Events with Large Language Models? A Benchmark towards Temporal, Long Context Understanding

Zhihan Zhang, Yixin Cao, Chenchen Ye, Yunshan Ma, Lizi Liao, Tat-Seng Chua

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 Accepted to ACL 2024

2402.04624 2024-05-28 cs.CL 88%

MEMORYLLM: Towards Self-Updatable Large Language Models

Yu Wang, Yifan Gao, Xiusi Chen, Haoming Jiang, Shiyang Li, Jingfeng Yang, Qingyu Yin, Zheng Li, Xian Li, Bing Yin, Jingbo Shang, Julian McAuley

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 13 pages, 9 figures

2310.10436 2024-05-27 cs.AI 88%

EconAgent: Large Language Model-Empowered Agents for Simulating Macroeconomic Activities

Nian Li, Chen Gao, Mingyu Li, Yong Li, Qingmin Liao

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

Comments ACL 2024 (main conference)

2405.08848 2024-05-16 cs.SE cs.AI 88%

Automated Repair of AI Code with Large Language Models and Formal Verification

Yiannis Charalambous, Edoardo Manino, Lucas C. Cordeiro

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

2310.08842 2024-05-08 cs.AI 88%

A Case-Based Persistent Memory for a Large Language Model

Ian Watson

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

Comments 8 pages, 1 figure

2404.06345 2024-04-23 cs.AI cs.RO 88%

AgentsCoDriver: Large Language Model Empowered Collaborative Driving with Lifelong Learning

Senkang Hu, Zhengru Fang, Zihan Fang, Yiqin Deng, Xianhao Chen, Yuguang Fang

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

2311.09182 2024-04-16 cs.CL 88%

ContraDoc: Understanding Self-Contradictions in Documents with Large Language Models

Jierui Li, Vipul Raheja, Dhruv Kumar

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 Accepted to NAACL 2024 main conference

2310.16450 2024-03-26 cs.CL 88%

CLEX: Continuous Length Extrapolation for Large Language Models

Guanzheng Chen, Xin Li, Zaiqiao Meng, Shangsong Liang, Lidong Bing

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 ICLR 2024

2312.09571 2023-12-18 cs.CL cs.IT math.IT 88%

Extending Context Window of Large Language Models via Semantic Compression

Weizhi Fei, Xueyan Niu, Pingyi Zhou, Lu Hou, Bo Bai, Lei Deng, Wei Han

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

2310.14248 2023-10-24 cs.CL 88%

From Static to Dynamic: A Continual Learning Framework for Large Language Models

Mingzhe Du, Anh Tuan Luu, Bin Ji, See-kiong Ng

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

2310.11634 2023-10-19 cs.CL 88%

MAGNIFICo: Evaluating the In-Context Learning Ability of Large Language Models to Generalize to Novel Interpretations

Arkil Patel, Satwik Bhattamishra, Siva Reddy, Dzmitry Bahdanau

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 2023

2304.05511 2023-04-13 cs.LG 88%

Training Large Language Models Efficiently with Sparsity and Dataflow

Venkat Srinivasan, Darshan Gandhi, Urmish Thakker, Raghu Prabhakar

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

2301.04589 2023-01-12 cs.CL cs.FL 88%

Memory Augmented Large Language Models are Computationally Universal

Dale Schuurmans

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 23 pages, 0 figures

2205.11503 2022-05-24 cs.CL 88%

Prompt-and-Rerank: A Method for Zero-Shot and Few-Shot Arbitrary Textual Style Transfer with Small Language Models

Mirac Suzgun, Luke Melas-Kyriazi, Dan Jurafsky

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

Comments GitHub page: https://github.com/suzgunmirac/prompt-and-rerank. Project page: https://lukemelas.github.io/prompt-and-rerank/

2508.04412 2026-08-11 cs.AI cs.CL cs.HC 版本更新 88%

Beyond Pixels: Exploring DOM Downsampling for LLM-Based Web Agents

超越像素：探索面向基于大语言模型的智能体的DOM下采样

Thassilo M. Schiepanski, Nicholas Piël

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

AI总结本文提出D2Snap算法对DOM下采样，解决原始DOM令牌占用过大的问题，经评估其在GPT-4o智能体上的成功率达73%，接近基于GUI快照的基线性能。

Comments 21 pages, LaTeX, print version; enhanced algorithm, settled on non-inferiority claim, added downsampling monotonicity and linearity results

1. 长上下文与记忆 4738 篇

Leveraging Large Language Models for Enhancing Autonomous Vehicle Perception

Counting-Stars: A Multi-evidence, Position-aware, and Scalable Benchmark for Evaluating Long-Context Large Language Models

Sliding Windows Are Not the End: Exploring Full Ranking with Long-Context Large Language Models

Large Language Model-empowered multimodal strain sensory system for shape recognition, monitoring, and human interaction of tensegrity

Neutralizing Backdoors through Information Conflicts for Large Language Models

A Method for Building Large Language Models with Predefined KV Cache Capacity

Analog In-Memory Computing Attention Mechanism for Fast and Energy-Efficient Large Language Models

Membership Inference Attack against Long-Context Large Language Models

GestureGPT: Toward Zero-Shot Free-Form Hand Gesture Understanding with Large Language Model Agents

On the Robustness of Editing Large Language Models

Autoregressive Large Language Models are Computationally Universal

Cog-GA: A Large Language Models-based Generative Agent for Vision-Language Navigation in Continuous Environments

Beyond Detection: Leveraging Large Language Models for Cyber Attack Prediction in IoT Networks

Marathon: A Race Through the Realm of Long Context with Large Language Models

Chain of Agents: Large Language Models Collaborating on Long-Context Tasks

Analyzing Temporal Complex Events with Large Language Models? A Benchmark towards Temporal, Long Context Understanding

MEMORYLLM: Towards Self-Updatable Large Language Models

EconAgent: Large Language Model-Empowered Agents for Simulating Macroeconomic Activities

Automated Repair of AI Code with Large Language Models and Formal Verification

A Case-Based Persistent Memory for a Large Language Model

AgentsCoDriver: Large Language Model Empowered Collaborative Driving with Lifelong Learning

ContraDoc: Understanding Self-Contradictions in Documents with Large Language Models

CLEX: Continuous Length Extrapolation for Large Language Models

Extending Context Window of Large Language Models via Semantic Compression

From Static to Dynamic: A Continual Learning Framework for Large Language Models

MAGNIFICo: Evaluating the In-Context Learning Ability of Large Language Models to Generalize to Novel Interpretations

Training Large Language Models Efficiently with Sparsity and Dataflow

Memory Augmented Large Language Models are Computationally Universal

Prompt-and-Rerank: A Method for Zero-Shot and Few-Shot Arbitrary Textual Style Transfer with Small Language Models

Beyond Pixels: Exploring DOM Downsampling for LLM-Based Web Agents