语言大模型 / LLM

Semantic Aware Linear Transfer by Recycling Pre-trained Language Models for Cross-lingual Transfer

Seungyoon Lee, Seongtae Hong, Hyeonseok Moon, Heuiseok Lim

机构 * Korea University, Republic of Korea（韩国大学） 纠错

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

Comments Accepted to ACL 2025 Findings

Vision-Language Models Create Cross-Modal Task Representations

Grace Luo, Trevor Darrell, Amir Bar

机构 * University of California, Berkeley, USA（加州大学伯克利分校） 纠错

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

Comments ICML 2025

CALLM: Understanding Cancer Survivors' Emotions and Intervention Opportunities via Mobile Diaries and Context-Aware Language Models

Zhiyuan Wang, Katharine E. Daniel, Laura E. Barnes, Philip I. Chow

机构 * University of Virginia（弗吉尼亚大学） 纠错

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

SimplifyMyText: An LLM-Based System for Inclusive Plain Language Text Simplification

Michael Färber, Parisa Aghdam, Kyuri Im, Mario Tawfelis, Hardik Ghoshal

机构 * Technical University (TU) Dresden（技术大学（TU）德累斯顿） 纠错

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

Comments accepted at ECIR 2025

Enhancing Player Enjoyment with a Two-Tier DRL and LLM-Based Agent System for Fighting Games

Shouren Wang, Zehua Jiang, Fernando Sliva, Sam Earle, Julian Togelius

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

Comments 15 pages, 8 figures. Submitted to a peer-reviewed conference, under review

Language Models Are Implicitly Continuous

Samuele Marro, Davide Evangelista, X. Angelo Huang, Emanuele La Malfa, Michele Lombardi, Michael Wooldridge

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

Comments Published at ICLR 2025

ZClip: Adaptive Spike Mitigation for LLM Pre-Training

Abhay Kumar, Louis Owen, Nilabhra Roy Chowdhury, Fabian Güra

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

Mitigating Hallucinations in Multimodal Spatial Relations through Constraint-Aware Prompting

Jiarui Wu, Zhuo Liu, Hangfeng He

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

Comments 19 pages

Bridging the Fairness Gap: Enhancing Pre-trained Models with LLM-Generated Sentences

Liu Yu, Ludie Guo, Ping Kuang, Fan Zhou

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

Journal ref ICASSP 2025

AceWGS: An LLM-Aided Framework to Accelerate Catalyst Design for Water-Gas Shift Reactions

Joyjit Chattoraj, Brahim Hamadicharef, Teo Shi Chang, Yingzhi Zeng, Chee Kok Poh, Luwei Chen, Teck Leong Tan

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

ACC-Collab: An Actor-Critic Approach to Multi-Agent LLM Collaboration

Andrew Estornell, Jean-Francois Ton, Yuanshun Yao, Yang Liu

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

On Limitations of LLM as Annotator for Low Resource Languages

Suramya Jadhav, Abhay Shanbhag, Amogh Thakurdesai, Ridhima Sinare, Raviraj Joshi

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

QA-Calibration of Language Model Confidence Scores

Putra Manggala, Atalanti Mastakouri, Elke Kirschbaum, Shiva Prasad Kasiviswanathan, Aaditya Ramdas

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

Revisiting Convolution Architecture in the Realm of DNA Foundation Models

Yu Bo, Weian Mao, Yanjun Shao, Weiqiang Bai, Peng Ye, Xinzhu Ma, Junbo Zhao, Hao Chen, Chunhua Shen

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

Functional Homotopy: Smoothing Discrete Optimization via Continuous Parameters for LLM Jailbreak Attacks

Zi Wang, Divyam Anshumaan, Ashish Hooda, Yudong Chen, Somesh Jha

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

Comments Published at ICLR 2025

Man Made Language Models? Evaluating LLMs' Perpetuation of Masculine Generics Bias

Enzo Doyen, Amalia Todirascu

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

Comments 21 pages, 5 figures

FigStep: Jailbreaking Large Vision-Language Models via Typographic Visual Prompts

Yichen Gong, Delong Ran, Jinyuan Liu, Conglei Wang, Tianshuo Cong, Anyu Wang, Sisi Duan, Xiaoyun Wang

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

Comments AAAI 2025 (Oral)

AutoMix: Automatically Mixing Language Models

Pranjal Aggarwal, Aman Madaan, Ankit Anand, Srividya Pranavi Potharaju, Swaroop Mishra, Pei Zhou, Aditya Gupta, Dheeraj Rajagopal, Karthik Kappaganthu, Yiming Yang, Shyam Upadhyay, Manaal Faruqui, Mausam

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

Comments 38th Conference on Neural Information Processing Systems (NeurIPS 2024). The first two authors contributed equally. Work started and partly done during Aman's internship at Google. This version adds results on additional models and datasets

The Veln(ia)s is in the Details: Evaluating LLM Judgment on Latvian and Lithuanian Short Answer Matching

Yevhen Kostiuk, Oxana Vitman, Łukasz Gagała, Artur Kiulian

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

Balancing Diversity and Risk in LLM Sampling: How to Select Your Method and Parameter for Open-Ended Text Generation

Yuxuan Zhou, Margret Keuper, Mario Fritz

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

Localizing AI: Evaluating Open-Weight Language Models for Languages of Baltic States

Jurgita Kapočiūtė-Dzikienė, Toms Bergmanis, Mārcis Pinnis

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

Comments This paper is accepted to NoDaLiDa/Baltic-HLT 2025

Multimodal Latent Language Modeling with Next-Token Diffusion

Yutao Sun, Hangbo Bao, Wenhui Wang, Zhiliang Peng, Li Dong, Shaohan Huang, Jianyong Wang, Furu Wei

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

SALMONN-omni: A Codec-free LLM for Full-duplex Speech Understanding and Generation

Wenyi Yu, Siyin Wang, Xiaoyu Yang, Xianzhao Chen, Xiaohai Tian, Jun Zhang, Guangzhi Sun, Lu Lu, Yuxuan Wang, Chao Zhang

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

Comments Technical report

LLM Circuit Analyses Are Consistent Across Training and Scale

Curt Tigges, Michael Hanna, Qinan Yu, Stella Biderman

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

Comments NeurIPS 2024

Linguistic Collapse: Neural Collapse in (Large) Language Models

Robert Wu, Vardan Papyan

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

Comments NeurIPS 2024; 35 pages; 30 figures; reverted to log mean norms for NC2

More Distinctively Black and Feminine Faces Lead to Increased Stereotyping in Vision-Language Models

Messi H. J. Lee, Jacob M. Montgomery, Calvin K. Lai

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

Comments This submission is being withdrawn to address concerns related to the terms of use of a database utilized in the research. We aim to ensure full compliance with all data usage agreements before proceeding with publication

DrAttack: Prompt Decomposition and Reconstruction Makes Powerful LLM Jailbreakers

Xirui Li, Ruochen Wang, Minhao Cheng, Tianyi Zhou, Cho-Jui Hsieh

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

LLM Tree Search

Dylan Wilson

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

STAR: SocioTechnical Approach to Red Teaming Language Models

Laura Weidinger, John Mellor, Bernat Guillen Pegueroles, Nahema Marchal, Ravin Kumar, Kristian Lum, Canfer Akbulut, Mark Diaz, Stevie Bergman, Mikel Rodriguez, Verena Rieser, William Isaac

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

Comments 8 pages, 5 figures, 5 pages appendix. * denotes equal contribution

Break the Visual Perception: Adversarial Attacks Targeting Encoded Visual Tokens of Large Vision-Language Models

Yubo Wang, Chaohu Liu, Yanqiu Qu, Haoyu Cao, Deqiang Jiang, Linli Xu

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

Comments Accepted to ACMMM 2024