语言大模型 / LLM - arXivDaily 专题

2412.11625 2024-12-17 cs.CL 85%

Fool Me, Fool Me: User Attitudes Toward LLM Falsehoods

Diana Bar-Or Nirman, Ariel Weizman, Amos Azaria

专题命中其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

Comments 11 pages, 5 figures, 5 tables

2408.11793 2024-12-16 cs.AI 85%

Leveraging Chemistry Foundation Models to Facilitate Structure Focused Retrieval Augmented Generation in Multi-Agent Workflows for Catalyst and Materials Design

Nathaniel H. Park, Tiffany J. Callahan, James L. Hedrick, Tim Erdmann, Sara Capponi

专题命中其他LLM ：foundation model(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

2311.06237 2024-12-12 cs.CL cs.CR cs.HC 85%

Summon a Demon and Bind it: A Grounded Theory of LLM Red Teaming

Nanna Inie, Jonathan Stray, Leon Derczynski

专题命中其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

Journal ref PLoS 2025

2412.05850 2024-12-10 cs.CL 85%

Cooperative SQL Generation for Segmented Databases By Using Multi-functional LLM Agents

Zhiguang Wu, Fengbin Zhu, Xuequn Shang, Yupei Zhang, Pan Zhou

专题命中其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

2412.04415 2024-12-06 cs.AI 85%

Targeting the Core: A Simple and Effective Method to Attack RAG-based Agents via Direct LLM Manipulation

Xuying Li, Zhuo Li, Yuji Kosuga, Yasuhiro Yoshida, Victor Bian

专题命中其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

2412.04003 2024-12-06 cs.CL 85%

Marco-LLM: Bridging Languages via Massive Multilingual Training for Cross-Lingual Enhancement

Lingfeng Ming, Bo Zeng, Chenyang Lyu, Tianqi Shi, Yu Zhao, Xue Yang, Yefeng Liu, Yiyu Wang, Linlong Xu, Yangyang Liu, Xiaohu Zhao, Hao Wang, Heng Liu, Hao Zhou, Huifeng Yin, Zifu Shang, Haijun Li, Longyue Wang, Weihua Luo, Kaifu Zhang

专题命中其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

2401.06643 2024-12-03 cs.CL 85%

Effects of diversity incentives on sample diversity and downstream model performance in LLM-based text augmentation

Jan Cegin, Branislav Pecher, Jakub Simko, Ivan Srba, Maria Bielikova, Peter Brusilovsky

专题命中其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

Comments ACL'24 version, 24 pages

Journal ref Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2024

2411.05285 2024-12-03 cs.AI cs.SE 85%

AgentOps: Enabling Observability of LLM Agents

Liming Dong, Qinghua Lu, Liming Zhu

专题命中其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

Comments 12 pages, 3 figures

2411.19043 2024-12-02 cs.SE cs.AI 85%

Using a Feedback Loop for LLM-based Infrastructure as Code Generation

Mayur Amarnath Palavalli, Mark Santolucito

专题命中其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

Comments 4 pages, submitted to accepted by International Journal of Secondary Computing and Applications Research

2411.18211 2024-11-28 cs.CV cs.AI 85%

TimeMarker: A Versatile Video-LLM for Long and Short Video Understanding with Superior Temporal Localization Ability

Shimin Chen, Xiaohan Lan, Yitian Yuan, Zequn Jie, Lin Ma

专题命中其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

2411.16723 2024-11-27 cs.MA cs.AI cs.RO 85%

Two Heads Are Better Than One: Collaborative LLM Embodied Agents for Human-Robot Interaction

Mitchell Rosser, Marc. G Carmichael

专题命中其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

Comments 9 pages, 10 figures

2411.15764 2024-11-26 cs.LG eess.SP 85%

LLM Online Spatial-temporal Signal Reconstruction Under Noise

Yi Yan, Dayu Qin, Ercan Engin Kuruoglu

专题命中其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.LG

2411.10934 2024-11-19 cs.CL 85%

Analyzing Pokémon and Mario Streamers' Twitch Chat with LLM-based User Embeddings

Mika Hämäläinen, Jack Rueter, Khalid Alnajjar

专题命中其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

Comments NLP4DH 2024

2410.20911 2024-11-19 cs.CR cs.AI 85%

Hacking Back the AI-Hacker: Prompt Injection as a Defense Against LLM-driven Cyberattacks

Dario Pasquini, Evgenios M. Kornaropoulos, Giuseppe Ateniese

专题命中其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

Comments v0.2 (evaluated on more agents)

2401.10360 2024-11-19 cs.CR cs.LG 85%

Excuse me, sir? Your language model is leaking (information)

Or Zamir

专题命中其他LLM ：language model(title,abstract)；LLM(abstract)；large language model(abstract)；分类 cs.LG

Journal ref Transactions on Machine Learning Research, 2835-8856, 2024

2410.07520 2024-11-07 cs.CL 85%

News Reporter: A Multi-lingual LLM Framework for Broadcast T.V News

Tarun Jain, Yufei Gao, Sridhar Vanga, Karan Singla

专题命中其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

Comments 5 pages, under review at ICASSP 2025

2411.01063 2024-11-06 cs.SE cs.AI 85%

InterTrans: Leveraging Transitive Intermediate Translations to Enhance LLM-based Code Translation

Marcos Macedo, Yuan Tian, Pengyu Nie, Filipe R. Cogo, Bram Adams

专题命中其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

2410.17619 2024-11-01 cs.CE cs.AI 85%

From PDFs to Structured Data: Utilizing LLM Analysis in Sports Database Management

Juhani Merilehto

专题命中其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

Comments 11 pages, 1 figure; corrected the corresponding authors e-mail

2410.20624 2024-10-29 cs.RO cs.CL cs.HC 85%

Towards an LLM-Based Speech Interface for Robot-Assisted Feeding

Jessie Yuan, Janavi Gupta, Akhil Padmanabha, Zulekha Karachiwalla, Carmel Majidi, Henny Admoni, Zackory Erickson

专题命中其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

2410.20198 2024-10-29 cs.CE cs.CL 85%

Enhancing Inflation Nowcasting with LLM: Sentiment Analysis on News

Marc-Antoine Allard, Paul Teiletche, Adam Zinebi

专题命中其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

2410.18718 2024-10-25 cs.AI 85%

LLM-based Online Prediction of Time-varying Graph Signals

Dayu Qin, Yi Yan, Ercan Engin Kuruoglu

专题命中其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

2410.16246 2024-10-22 cs.CL 85%

Analyzing Context Contributions in LLM-based Machine Translation

Emmanouil Zaranis, Nuno M. Guerreiro, André F. T. Martins

专题命中其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

2409.11643 2024-10-18 cs.CR cs.AI cs.CY 85%

Combating Phone Scams with LLM-based Detection: Where Do We Stand?

Zitong Shen, Kangzhong Wang, Youqian Zhang, Grace Ngai, Eugene Y. Fu

专题命中其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

Comments 2 pages, 1 figure

2410.11526 2024-10-16 cs.HC cs.CL 85%

Human-LLM Collaborative Construction of a Cantonese Emotion Lexicon

Yusong Zhang, Dong Dong, Chi-tim Hung, Leonard Heyerdahl, Tamara Giles-Vernick, Eng-kiong Yeoh

专题命中其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

Comments 13 pages

2402.14531 2024-10-15 cs.CL 85%

Should We Respect LLMs? A Cross-Lingual Study on the Influence of Prompt Politeness on LLM Performance

Ziqi Yin, Hao Wang, Kaito Horio, Daisuke Kawahara, Satoshi Sekine

专题命中其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

Comments SICon 2024

2407.03974 2024-10-15 cs.CL 85%

LLM Roleplay: Simulating Human-Chatbot Interaction

Hovhannes Tamoyan, Hendrik Schuff, Iryna Gurevych

专题命中其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

2405.06800 2024-10-14 cs.CL 85%

LLM-Generated Black-box Explanations Can Be Adversarially Helpful

Rohan Ajwani, Shashidhar Reddy Javaji, Frank Rudzicz, Zining Zhu

专题命中其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

Comments NeurIPS Regulatable ML Workshop

2410.07737 2024-10-11 cs.PF cs.LG 85%

Plug-and-Play Performance Estimation for LLM Services without Relying on Labeled Data

Can Wang, Dianbo Sui, Hongliang Sun, Hao Ding, Bolin Zhang, Zhiying Tu

专题命中其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.LG

2410.07573 2024-10-11 cs.CR cs.CL 85%

RealVul: Can We Detect Vulnerabilities in Web Applications with LLM?

Di Cao, Yong Liao, Xiuwei Shang

专题命中其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL

2410.07283 2024-10-11 cs.MA cs.AI cs.CR 85%

Prompt Infection: LLM-to-LLM Prompt Injection within Multi-Agent Systems

Donghyun Lee, Mo Tiwari

专题命中其他LLM ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

1. 其他LLM 12169 篇

Fool Me, Fool Me: User Attitudes Toward LLM Falsehoods

Leveraging Chemistry Foundation Models to Facilitate Structure Focused Retrieval Augmented Generation in Multi-Agent Workflows for Catalyst and Materials Design

Summon a Demon and Bind it: A Grounded Theory of LLM Red Teaming

Cooperative SQL Generation for Segmented Databases By Using Multi-functional LLM Agents

Targeting the Core: A Simple and Effective Method to Attack RAG-based Agents via Direct LLM Manipulation

Marco-LLM: Bridging Languages via Massive Multilingual Training for Cross-Lingual Enhancement

Effects of diversity incentives on sample diversity and downstream model performance in LLM-based text augmentation

AgentOps: Enabling Observability of LLM Agents

Using a Feedback Loop for LLM-based Infrastructure as Code Generation

TimeMarker: A Versatile Video-LLM for Long and Short Video Understanding with Superior Temporal Localization Ability

Two Heads Are Better Than One: Collaborative LLM Embodied Agents for Human-Robot Interaction

LLM Online Spatial-temporal Signal Reconstruction Under Noise

Analyzing Pokémon and Mario Streamers' Twitch Chat with LLM-based User Embeddings

Hacking Back the AI-Hacker: Prompt Injection as a Defense Against LLM-driven Cyberattacks

Excuse me, sir? Your language model is leaking (information)

News Reporter: A Multi-lingual LLM Framework for Broadcast T.V News

InterTrans: Leveraging Transitive Intermediate Translations to Enhance LLM-based Code Translation

From PDFs to Structured Data: Utilizing LLM Analysis in Sports Database Management

Towards an LLM-Based Speech Interface for Robot-Assisted Feeding

Enhancing Inflation Nowcasting with LLM: Sentiment Analysis on News

LLM-based Online Prediction of Time-varying Graph Signals

Analyzing Context Contributions in LLM-based Machine Translation

Combating Phone Scams with LLM-based Detection: Where Do We Stand?

Human-LLM Collaborative Construction of a Cantonese Emotion Lexicon

Should We Respect LLMs? A Cross-Lingual Study on the Influence of Prompt Politeness on LLM Performance

LLM Roleplay: Simulating Human-Chatbot Interaction

LLM-Generated Black-box Explanations Can Be Adversarially Helpful

Plug-and-Play Performance Estimation for LLM Services without Relying on Labeled Data

RealVul: Can We Detect Vulnerabilities in Web Applications with LLM?

Prompt Infection: LLM-to-LLM Prompt Injection within Multi-Agent Systems