语言大模型 / LLM - arXivDaily 专题

2406.18895 2024-10-07 cs.CL 85%

Can we teach language models to gloss endangered languages?

Michael Ginn, Mans Hulden, Alexis Palmer

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

Comments Accepted to EMNLP 2024 Findings

2409.14177 2024-10-04 cs.CR cs.AI 85%

PathSeeker: Exploring LLM Security Vulnerabilities with a Reinforcement Learning-Based Jailbreak Approach

Zhihao Lin, Wei Ma, Mingyi Zhou, Yanjie Zhao, Haoyu Wang, Yang Liu, Jun Wang, Li Li

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

Comments update the abstract and cite a new related work

2409.16654 2024-09-26 eess.AS cs.CL cs.SD 85%

Speech Recognition Rescoring with Large Speech-Text Foundation Models

Prashanth Gurunath Shivakumar, Jari Kolehmainen, Aditya Gourav, Yi Gu, Ankur Gandhe, Ariya Rastrow, Ivan Bulyko

专题命中其他LLM ：foundation model(title)；LLM(abstract)；large language model(abstract)；language model(abstract)

2408.17404 2024-09-26 cs.SE cs.AI 85%

Getting Inspiration for Feature Elicitation: App Store- vs. LLM-based Approach

Jialiang Wei, Anne-Lise Courbis, Thomas Lambolais, Binbin Xu, Pierre Louis Bernard, Gérard Dray, Walid Maalej

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

Comments To Appear In Proceedings of 39th IEEE/ACM International Conference on Automated Software Engineering (ASE 2024)

2310.02374 2024-09-26 cs.CL 85%

Conversational Health Agents: A Personalized LLM-Powered Agent Framework

Mahyar Abbasian, Iman Azimi, Amir M. Rahmani, Ramesh Jain

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

Comments 23 pages, 6 figures, 2 tables, 4 appendices, journal paper

2405.13050 2024-09-24 cs.HC cs.AI 85%

Human-Centered LLM-Agent User Interface: A Position Paper

Daniel Chin, Yuxuan Wang, Gus Xia

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

2404.06413 2024-09-18 cs.RO cs.CL math.OC 85%

Foundation Models to the Rescue: Deadlock Resolution in Connected Multi-Robot Systems

Kunal Garg, Songyuan Zhang, Jacob Arkin, Chuchu Fan

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

2409.08597 2024-09-16 cs.SD cs.CL eess.AS 85%

LA-RAG:Enhancing LLM-based ASR Accuracy with Retrieval-Augmented Generation

Shaojun Li, Hengchao Shang, Daimeng Wei, Jiaxin Guo, Zongyao Li, Xianghui He, Min Zhang, Hao Yang

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

Comments submitted to ICASSP 2025

2408.03515 2024-09-10 cs.RO cs.AI 85%

A Study on Prompt Injection Attack Against LLM-Integrated Mobile Robotic Systems

Wenxiao Zhang, Xiangrui Kong, Conan Dewitt, Thomas Braunl, Jin B. Hong

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

2308.09067 2024-09-04 cs.CL 85%

Contrasting Linguistic Patterns in Human and LLM-Generated News Text

Alberto Muñoz-Ortiz, Carlos Gómez-Rodríguez, David Vilares

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

Comments Published at Artificial Intelligence Review vol. 57, 265

Journal ref Artificial Intelligence Review 57, 265 (2024)

2408.12821 2024-08-26 cs.CV cs.AI 85%

Examining the Commitments and Difficulties Inherent in Multimodal Foundation Models for Street View Imagery

Zhenyuan Yang, Xuhui Lin, Qinyi He, Ziye Huang, Zhengliang Liu, Hanqi Jiang, Peng Shu, Zihao Wu, Yiwei Li, Stephen Law, Gengchen Mai, Tianming Liu, Tao Yang

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

2312.08702 2024-08-26 cs.AI 85%

Rational Sensibility: LLM Enhanced Empathetic Response Generation Guided by Self-presentation Theory

Linzhuang Sun, Yao Dong, Nan Xu, Jingxuan Wei, Bihui Yu, Yin Luo

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

2310.10830 2024-08-21 cs.CL 85%

Fake News in Sheep's Clothing: Robust Fake News Detection Against LLM-Empowered Style Attacks

Jiaying Wu, Jiafeng Guo, Bryan Hooi

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

Comments Accepted to KDD 2024 (Research Track)

2408.04637 2024-08-12 cs.CL 85%

APE: Active Learning-based Tooling for Finding Informative Few-shot Examples for LLM-based Entity Matching

Kun Qian, Yisi Sang, Farima Fatahi Bayat, Anton Belyi, Xianqi Chu, Yash Govind, Samira Khorshidi, Rahul Khot, Katherine Luna, Azadeh Nikfarjam, Xiaoguang Qi, Fei Wu, Xianhan Zhang, Yunyao Li

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

Comments 3 pages, Proceedings of the Fifth Workshop on Data Science with Human-in-the-Loop (DaSH 2024)

2408.03408 2024-08-08 cs.AR cs.LG cs.PL 85%

LLM-Aided Compilation for Tensor Accelerators

Charles Hong, Sahil Bhatia, Altan Haan, Shengjun Kris Dong, Dima Nikiforov, Alvin Cheung, Yakun Sophia Shao

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

Comments 4 page workshop paper

2408.02784 2024-08-07 cs.CL 85%

LLM economicus? Mapping the Behavioral Biases of LLMs via Utility Theory

Jillian Ross, Yoon Kim, Andrew W. Lo

专题命中其他LLM ：LLM(title)；large language model(abstract)；language model(abstract)；prompting(abstract)

Comments Accepted to COLM 2024

2407.20859 2024-07-31 cs.CR cs.LG 85%

Breaking Agents: Compromising Autonomous LLM Agents Through Malfunction Amplification

Boyang Zhang, Yicong Tan, Yun Shen, Ahmed Salem, Michael Backes, Savvas Zannettou, Yang Zhang

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

2310.00322 2024-07-30 cs.CL cs.GT 85%

Evolving Diverse Red-team Language Models in Multi-round Multi-agent Games

Chengdong Ma, Ziran Yang, Hai Ci, Jun Gao, Minquan Gao, Xuehai Pan, Yaodong Yang

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

2407.07791 2024-07-24 cs.CL 85%

Flooding Spread of Manipulated Knowledge in LLM-Based Multi-Agent Communities

Tianjie Ju, Yiting Wang, Xinbei Ma, Pengzhou Cheng, Haodong Zhao, Yulong Wang, Lifeng Liu, Jian Xie, Zhuosheng Zhang, Gongshen Liu

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

Comments 18 Pages, working in progress

2407.12344 2024-07-18 cs.CL cs.CY 85%

The Better Angels of Machine Personality: How Personality Relates to LLM Safety

Jie Zhang, Dongrui Liu, Chen Qian, Ziyue Gan, Yong Liu, Yu Qiao, Jing Shao

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

2403.11446 2024-07-18 cs.NE cs.LG 85%

LLM Guided Evolution -- The Automation of Models Advancing Models

Clint Morris, Michael Jurado, Jason Zutty

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

2404.07387 2024-07-15 cs.HC cs.AI 85%

BISCUIT: Scaffolding LLM-Generated Code with Ephemeral UIs in Computational Notebooks

Ruijia Cheng, Titus Barik, Alan Leung, Fred Hohman, Jeffrey Nichols

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

2407.08095 2024-07-12 cs.HC cs.CL 85%

Virtual Agents for Alcohol Use Counseling: Exploring LLM-Powered Motivational Interviewing

Ian Steenstra, Farnaz Nouraei, Mehdi Arjmand, Timothy W. Bickmore

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

2406.17957 2024-06-27 cs.SD cs.AI eess.AS 85%

Improving Robustness of LLM-based Speech Synthesis by Learning Monotonic Alignment

Paarth Neekhara, Shehzeen Hussain, Subhankar Ghosh, Jason Li, Rafael Valle, Rohan Badlani, Boris Ginsburg

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

Comments Published as a conference paper at INTERSPEECH 2024

2406.11880 2024-06-19 cs.CR cs.LG 85%

Knowledge Return Oriented Prompting (KROP)

Jason Martin, Kenneth Yeung

专题命中其他LLM ：prompting(title)；LLM(abstract)；large language model(abstract)；language model(abstract)

2401.12961 2024-06-18 cs.NI cs.LG 85%

Eloquent: A More Robust Transmission Scheme for LLM Token Streaming

Hanchen Li, Yuhan Liu, Yihua Cheng, Siddhant Ray, Kuntai Du, Junchen Jiang

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

Comments In SIGCOMM Workshop on Networks for AI Computing (NAIC '24)

2312.14591 2024-06-07 cs.CL 85%

Reasons to Reject? Aligning Language Models with Judgments

Weiwen Xu, Deng Cai, Zhisong Zhang, Wai Lam, Shuming Shi

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

Comments Accepted at ACL 2024 Findings. Our source codes and models are publicly available at https://github.com/wwxu21/CUT

2406.02915 2024-06-06 cs.CV cs.LG 85%

Visual-Text Cross Alignment: Refining the Similarity Score in Vision-Language Models

Jinhao Li, Haopeng Li, Sarah Erfani, Lei Feng, James Bailey, Feng Liu

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

Comments 22 pages, 16 figures, published to ICML 2024

2405.06700 2024-05-14 physics.soc-ph cs.AI 85%

LLM-Augmented Agent-Based Modelling for Social Simulations: Challenges and Opportunities

Onder Gurcan

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

Comments 11 pages, 0 figures, Hybrid Human Artificial Intelligence (HHAI) 2024

2405.03998 2024-05-14 cs.HC cs.CL 85%

Sketch Then Generate: Providing Incremental User Feedback and Guiding LLM Code Generation through Language-Oriented Code Sketches

Chen Zhu-Tian, Zeyu Xiong, Xiaoshuo Yao, Elena Glassman

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

Comments 4 pages

1. 其他LLM 12169 篇

Can we teach language models to gloss endangered languages?

PathSeeker: Exploring LLM Security Vulnerabilities with a Reinforcement Learning-Based Jailbreak Approach

Speech Recognition Rescoring with Large Speech-Text Foundation Models

Getting Inspiration for Feature Elicitation: App Store- vs. LLM-based Approach

Conversational Health Agents: A Personalized LLM-Powered Agent Framework

Human-Centered LLM-Agent User Interface: A Position Paper

Foundation Models to the Rescue: Deadlock Resolution in Connected Multi-Robot Systems

LA-RAG:Enhancing LLM-based ASR Accuracy with Retrieval-Augmented Generation

A Study on Prompt Injection Attack Against LLM-Integrated Mobile Robotic Systems

Contrasting Linguistic Patterns in Human and LLM-Generated News Text

Examining the Commitments and Difficulties Inherent in Multimodal Foundation Models for Street View Imagery

Rational Sensibility: LLM Enhanced Empathetic Response Generation Guided by Self-presentation Theory

Fake News in Sheep's Clothing: Robust Fake News Detection Against LLM-Empowered Style Attacks

APE: Active Learning-based Tooling for Finding Informative Few-shot Examples for LLM-based Entity Matching

LLM-Aided Compilation for Tensor Accelerators

LLM economicus? Mapping the Behavioral Biases of LLMs via Utility Theory

Breaking Agents: Compromising Autonomous LLM Agents Through Malfunction Amplification

Evolving Diverse Red-team Language Models in Multi-round Multi-agent Games

Flooding Spread of Manipulated Knowledge in LLM-Based Multi-Agent Communities

The Better Angels of Machine Personality: How Personality Relates to LLM Safety

LLM Guided Evolution -- The Automation of Models Advancing Models

BISCUIT: Scaffolding LLM-Generated Code with Ephemeral UIs in Computational Notebooks

Virtual Agents for Alcohol Use Counseling: Exploring LLM-Powered Motivational Interviewing

Improving Robustness of LLM-based Speech Synthesis by Learning Monotonic Alignment

Knowledge Return Oriented Prompting (KROP)

Eloquent: A More Robust Transmission Scheme for LLM Token Streaming

Reasons to Reject? Aligning Language Models with Judgments

Visual-Text Cross Alignment: Refining the Similarity Score in Vision-Language Models

LLM-Augmented Agent-Based Modelling for Social Simulations: Challenges and Opportunities

Sketch Then Generate: Providing Incremental User Feedback and Guiding LLM Code Generation through Language-Oriented Code Sketches