语言大模型 / LLM - arXivDaily 专题

2505.13830 2025-05-23 eess.AS cs.SD 85%

Improving Noise Robustness of LLM-based Zero-shot TTS via Discrete Acoustic Token Denoising

Ye-Xin Lu, Hui-Peng Du, Fei Liu, Yang Ai, Zhen-Hua Ling

机构 * University of Science and Technology of China（中国科学技术大学）； National Engineering Research Center of Speech and Language Information Processing（语音与语言信息处理国家工程研究中心）

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

Comments Accepted by Interspeech 2025

2505.13233 2025-05-20 cs.CV 85%

From Local Details to Global Context: Advancing Vision-Language Models with Attention-Based Selection

Lincan Cai, Jingxuan Kang, Shuang Li, Wenxuan Ma, Binhui Xie, Zhida Qin, Jian Liang

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

2505.11978 2025-05-20 cs.NI eess.SP 85%

LLM-guided DRL for Multi-tier LEO Satellite Networks with Hybrid FSO/RF Links

Jiahui Li, Geng Sun, Zemin Sun, Jiacheng Wang, Yinqiu Liu, Ruichen Zhang, Dusit Niyato, Shiwen Mao

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

Comments This paper has been submitted to IEEE JSAC

2409.16732 2025-05-14 cs.HC 85%

Perfectly to a Tee: Understanding User Perceptions of Personalized LLM-Enhanced Narrative Interventions

Ananya Bhattacharjee, Sarah Yi Xu, Pranav Rao, Yuchen Zeng, Jonah Meyerhoff, Syed Ishtiaque Ahmed, David C Mohr, Michael Liut, Alex Mariakakis, Rachel Kornfield, Joseph Jay Williams

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

2505.05786 2025-05-12 cs.HC cs.CY 85%

A Day in Their Shoes: Using LLM-Based Perspective-Taking Interactive Fiction to Reduce Stigma Toward Dirty Work

Xiangzhe Yuan, Jiajun Wang, Qian Wan, Siying Hu

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

Comments Conference paper for FAccT '25

2505.05441 2025-05-09 cs.HC 85%

GesPrompt: Leveraging Co-Speech Gestures to Augment LLM-Based Interaction in Virtual Reality

Xiyun Hu, Dizhi Ma, Fengming He, Zhengzhe Zhu, Shao-Kang Hsia, Chenfei Zhu, Ziyi Liu, Karthik Ramani

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

2505.05196 2025-05-09 cs.IR 85%

Stealthy LLM-Driven Data Poisoning Attacks Against Embedding-Based Retrieval-Augmented Recommender Systems

Fatemeh Nazary, Yashar Deldjoo, Tommaso Di Noia, Eugenio Di Sciascio

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

2504.09798 2025-05-09 cs.SE 85%

ReadMe.LLM: A Framework to Help LLMs Understand Your Library

Sandya Wijaya, Jacob Bolano, Alejandro Gomez Soteres, Shriyanshu Kode, Yue Huang, Anant Sahai

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

Comments 15 pages, 18 figures

2409.08717 2025-05-07 cs.SI cs.CY 85%

Social Opinions Prediction Utilizes Fusing Dynamics Equation with LLM-based Agents

Junchi Yao, Hongjie Zhang, Jie Ou, Dingyi Zuo, Zheng Yang, Zhicheng Dong

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

Journal ref Sci Rep 15, 15472 (2025)

2504.17226 2025-04-25 cs.AR cs.SE 85%

FLAG: Formal and LLM-assisted SVA Generation for Formal Specifications of On-Chip Communication Protocols

Yu-An Shih, Annie Lin, Aarti Gupta, Sharad Malik

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

Comments 9 pages, 3 figures

2504.07135 2025-04-11 cs.CR 85%

SINCon: Mitigate LLM-Generated Malicious Message Injection Attack for Rumor Detection

Mingqing Zhang, Qiang Liu, Xiang Tao, Shu Wu, Liang Wang

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

2404.09654 2025-04-08 cs.CV cs.MM 85%

Do LLMs Understand Visual Anomalies? Uncovering LLM's Capabilities in Zero-shot Anomaly Detection

Jiaqi Zhu, Shaofeng Cai, Fang Deng, Beng Chin Ooi, Junran Wu

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

Comments Accepted by MM'24 (Oral)

2503.14340 2025-03-28 cs.SE 85%

MANTRA: Enhancing Automated Method-Level Refactoring with Contextual RAG and Multi-Agent LLM Collaboration

Yisen Xu, Feng Lin, Jinqiu Yang, Tse-Hsun, Chen, Nikolaos Tsantalis

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

Comments 10 pages

2503.15540 2025-03-21 cs.PL cs.SE 85%

LLM-Guided Compositional Program Synthesis

Ruhma Khan, Sumit Gulwani, Vu Le, Arjun Radhakrishna, Ashish Tiwari, Gust Verbruggen

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

2503.14724 2025-03-20 cs.HC 85%

CodingGenie: A Proactive LLM-Powered Programming Assistant

Sebastian Zhao, Alan Zhu, Hussein Mozannar, David Sontag, Ameet Talwalkar, Valerie Chen

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

Comments FSE Demo 2025

2503.12185 2025-03-18 cs.PF cs.DC 85%

FAILS: A Framework for Automated Collection and Analysis of LLM Service Incidents

Sándor Battaglini-Fischer, Nishanthi Srinivasan, Bálint László Szarvas, Xiaoyu Chu, Alexandru Iosup

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

Journal ref HotCloudPerf 2025

2503.11018 2025-03-17 cs.HC 85%

An LLM's Attempts to Adapt to Diverse Software Engineers' Problem-Solving Styles: More Inclusive & Equitable?

Andrew Anderson, David Piorkowski, Margaret Burnett, Justin Weisz

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

2503.06911 2025-03-11 cs.HC 85%

Beyond Code Generation: LLM-supported Exploration of the Program Design Space

J. D. Zamfirescu-Pereira, Eunice Jun, Michael Terry, Qian Yang, Björn Hartmann

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

Comments 17 pages; 4 figures; 1 table; to appear in CHI '25

2412.04090 2025-03-11 cs.CV 85%

LossAgent: Towards Any Optimization Objectives for Image Processing with LLM Agents

Bingchen Li, Xin Li, Yiting Lu, Zhibo Chen

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

Comments Update format

2503.00858 2025-03-04 cs.HC 85%

Applying the Gricean Maxims to a Human-LLM Interaction Cycle: Design Insights from a Participatory Approach

Yoonsu Kim, Brandon Chin, Kihoon Son, Seoyoung Kim, Juho Kim

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

Comments Accepted CHI'25 LBW

2401.09051 2025-03-04 cs.HC 85%

Canvil: Designerly Adaptation for LLM-Powered User Experiences

K. J. Kevin Feng, Q. Vera Liao, Ziang Xiao, Jennifer Wortman Vaughan, Amy X. Zhang, David W. McDonald

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

Comments CHI 2025 paper

2502.03723 2025-03-04 cs.MA 85%

Speaking the Language of Teamwork: LLM-Guided Credit Assignment in Multi-Agent Reinforcement Learning

Muhan Lin, Shuyang Shi, Yue Guo, Vaishnav Tadiparthi, Behdad Chalaki, Ehsan Moradi Pari, Simon Stepputtis, Woojun Kim, Joseph Campbell, Katia Sycara

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

Comments 11 pages, 6 figures. Added the acknowledgement section

2502.18201 2025-02-26 cs.HC 85%

Intersubjective Model of AI-mediated Communication: Augmenting Human-Human Text Chat through LLM-based Adaptive Agent Pair

Shutaro Aoyama, Rintaro Chujo, Ari Hautasaari, Takeshi Naemura

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

2501.06248 2025-02-26 cs.LG cs.AI cs.CL econ.GN q-fin.EC 85%

Utility-inspired Reward Transformations Improve Reinforcement Learning Training of Language Models

Roberto-Rafael Maura-Rivero, Chirag Nagpal, Roma Patel, Francesco Visin

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

2502.13794 2025-02-20 cs.LG cs.AI cs.CL 85%

LESA: Learnable LLM Layer Scaling-Up

Yifei Yang, Zouying Cao, Xinbei Ma, Yao Yao, Libo Qin, Zhi Chen, Hai Zhao

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

2412.16158 2025-02-11 cs.CV 85%

HoVLE: Unleashing the Power of Monolithic Vision-Language Models with Holistic Vision-Language Embedding

Chenxin Tao, Shiqian Su, Xizhou Zhu, Chenyu Zhang, Zhe Chen, Jiawen Liu, Wenhai Wang, Lewei Lu, Gao Huang, Yu Qiao, Jifeng Dai

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

2407.11004 2025-02-04 cs.CL cs.AI cs.LG 85%

The ALCHEmist: Automated Labeling 500x CHEaper Than LLM Data Annotators

Tzu-Heng Huang, Catherine Cao, Vaishnavi Bhargava, Frederic Sala

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

Comments NeurIPS 2024 Spotlight Paper

2409.16493 2025-01-31 cs.HC 85%

NoTeeline: Supporting Real-Time, Personalized Notetaking with LLM-Enhanced Micronotes

Faria Huq, Abdus Samee, David Chuan-en Lin, Xiaodi Alice Tang, Jeffrey P. Bigham

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

Comments Conditionally accepted to IUI 2025

2501.16497 2025-01-29 cs.LG cs.AI cs.CL cs.CR stat.ML 85%

Smoothed Embeddings for Robust Language Models

Ryo Hase, Md Rafi Ur Rashid, Ashley Lewis, Jing Liu, Toshiaki Koike-Akino, Kieran Parsons, Ye Wang

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

Comments Presented in the Safe Generative AI Workshop at NeurIPS 2024

2501.16378 2025-01-29 cs.LG cs.AI cs.CL cs.CV 85%

Internal Activation Revision: Safeguarding Vision Language Models Without Parameter Update

Qing Li, Jiahui Geng, Zongxiong Chen, Kun Song, Lei Ma, Fakhri Karray

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

1. 其他LLM 12241 篇

Improving Noise Robustness of LLM-based Zero-shot TTS via Discrete Acoustic Token Denoising

From Local Details to Global Context: Advancing Vision-Language Models with Attention-Based Selection

LLM-guided DRL for Multi-tier LEO Satellite Networks with Hybrid FSO/RF Links

Perfectly to a Tee: Understanding User Perceptions of Personalized LLM-Enhanced Narrative Interventions

A Day in Their Shoes: Using LLM-Based Perspective-Taking Interactive Fiction to Reduce Stigma Toward Dirty Work

GesPrompt: Leveraging Co-Speech Gestures to Augment LLM-Based Interaction in Virtual Reality

Stealthy LLM-Driven Data Poisoning Attacks Against Embedding-Based Retrieval-Augmented Recommender Systems

ReadMe.LLM: A Framework to Help LLMs Understand Your Library

Social Opinions Prediction Utilizes Fusing Dynamics Equation with LLM-based Agents

FLAG: Formal and LLM-assisted SVA Generation for Formal Specifications of On-Chip Communication Protocols

SINCon: Mitigate LLM-Generated Malicious Message Injection Attack for Rumor Detection

Do LLMs Understand Visual Anomalies? Uncovering LLM's Capabilities in Zero-shot Anomaly Detection

MANTRA: Enhancing Automated Method-Level Refactoring with Contextual RAG and Multi-Agent LLM Collaboration

LLM-Guided Compositional Program Synthesis

CodingGenie: A Proactive LLM-Powered Programming Assistant

FAILS: A Framework for Automated Collection and Analysis of LLM Service Incidents

An LLM's Attempts to Adapt to Diverse Software Engineers' Problem-Solving Styles: More Inclusive & Equitable?

Beyond Code Generation: LLM-supported Exploration of the Program Design Space

LossAgent: Towards Any Optimization Objectives for Image Processing with LLM Agents

Applying the Gricean Maxims to a Human-LLM Interaction Cycle: Design Insights from a Participatory Approach

Canvil: Designerly Adaptation for LLM-Powered User Experiences

Speaking the Language of Teamwork: LLM-Guided Credit Assignment in Multi-Agent Reinforcement Learning

Intersubjective Model of AI-mediated Communication: Augmenting Human-Human Text Chat through LLM-based Adaptive Agent Pair

Utility-inspired Reward Transformations Improve Reinforcement Learning Training of Language Models

LESA: Learnable LLM Layer Scaling-Up

HoVLE: Unleashing the Power of Monolithic Vision-Language Models with Holistic Vision-Language Embedding

The ALCHEmist: Automated Labeling 500x CHEaper Than LLM Data Annotators

NoTeeline: Supporting Real-Time, Personalized Notetaking with LLM-Enhanced Micronotes

Smoothed Embeddings for Robust Language Models

Internal Activation Revision: Safeguarding Vision Language Models Without Parameter Update