语言大模型 / LLM

Surgical, Cheap, and Flexible: Mitigating False Refusal in Language Models via Single Vector Ablation

Xinpeng Wang, Chengzhi Hu, Paul Röttger, Barbara Plank

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

Comments ICLR 2025

Syntactic Learnability of Echo State Neural Language Models at Scale

Ryo Ueda, Tatsuki Kuribayashi, Shunsuke Kando, Kentaro Inui

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

Comments 10 pages

Exploring Adversarial Robustness in Classification tasks using DNA Language Models

Hyunwoo Yoo, Haebin Shin, Kaidi Xu, Gail Rosen

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

À la recherche du sens perdu: your favourite LLM might have more to say than you can understand

K. O. T. Erziev

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

Comments 22 pages

Invariant Tokenization of Crystalline Materials for Language Model Enabled Generation

Keqiang Yan, Xiner Li, Hongyi Ling, Kenna Ashen, Carl Edwards, Raymundo Arróyave, Marinka Zitnik, Heng Ji, Xiaofeng Qian, Xiaoning Qian, Shuiwang Ji

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

Comments This paper has been accepted as a NeurIPS 2024 Poster

TimesBERT: A BERT-Style Foundation Model for Time Series Understanding

Haoran Zhang, Yong Liu, Yunzhong Qiu, Haixuan Liu, Zhongyi Pei, Jianmin Wang, Mingsheng Long

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

Not All Language Model Features Are One-Dimensionally Linear

Joshua Engels, Eric J. Michaud, Isaac Liao, Wes Gurnee, Max Tegmark

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

Comments Accepted to ICLR 2025. Code and data at https://github.com/JoshEngels/MultiDimensionalFeatures

ARACNE: An LLM-Based Autonomous Shell Pentesting Agent

Tomas Nieponice, Veronica Valeros, Sebastian Garcia

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

Comments 7 pages, 2 figures, 3 tables

Wearable Meets LLM for Stress Management: A Duoethnographic Study Integrating Wearable-Triggered Stressors and LLM Chatbots for Personalized Interventions

Sameer Neupane, Poorvesh Dongre, Denis Gracanin, Santosh Kumar

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

Comments In CHI '25 Proceedings of the CHI Conference on Human Factors in Computing Systems Yokohama, Japan

Attribute-based Visual Reprogramming for Vision-Language Models

Chengyi Cai, Zesheng Ye, Lei Feng, Jianzhong Qi, Feng Liu

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

Black-Box Detection of Language Model Watermarks

Thibaud Gloaguen, Nikola Jovanović, Robin Staab, Martin Vechev

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

Comments ICLR 2025

TEncDM: Understanding the Properties of the Diffusion Model in the Space of Language Model Encodings

Alexander Shabalin, Viacheslav Meshchaninov, Egor Chimbulatov, Vladislav Lapikov, Roman Kim, Grigory Bartosh, Dmitry Molchanov, Sergey Markov, Dmitry Vetrov

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

Comments 15 pages, 13 figures

Repetition Neurons: How Do Language Models Produce Repetitions?

Tatsuya Hiraoka, Kentaro Inui

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

Comments NAACL 2025

LLM-Powered Proactive Data Systems

Sepanta Zeighami, Yiming Lin, Shreya Shankar, Aditya Parameswaran

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

Journal ref IEEE Data Engineering Bulletin March 2025

Exploring Emotion-Sensitive LLM-Based Conversational AI

Antonin Brun, Ruying Liu, Aryan Shukla, Frances Watson, Jonathan Gratch

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

Comments 7 pages, 2 figures, 1 table

Continuous Cardiac Arrest Prediction in ICU using PPG Foundation Model

Saurabh Kataria, Ran Xiao, Timothy Ruchti, Matthew Clark, Jiaying Lu, Randall J. Lee, Jocelyn Grunwell, Xiao Hu

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

Rescriber: Smaller-LLM-Powered User-Led Data Minimization for LLM-Based Chatbots

Jijie Zhou, Eryue Xu, Yaoyao Wu, Tianshi Li

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

Journal ref CHI 2025

PLMTrajRec: A Scalable and Generalizable Trajectory Recovery Method with Pre-trained Language Models

Tonglong Wei, Yan Lin, Youfang Lin, Shengnan Guo, Jilin Hu, Haitao Yuan, Gao Cong, Huaiyu Wan

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

Spatio-Temporal Foundation Models: Vision, Challenges, and Opportunities

Adam Goodge, Wee Siong Ng, Bryan Hooi, See Kiong Ng

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

Temporal Binding Foundation Model for Material Property Recognition via Tactile Sequence Perception

Hengxu You, Tianyu Zhou, Jing Du

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

Comments 4 pages,

Swiss Cheese Model for AI Safety: A Taxonomy and Reference Architecture for Multi-Layered Guardrails of Foundation Model Based Agents

Md Shamsujjoha, Qinghua Lu, Dehai Zhao, Liming Zhu

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

Comments 12 pages

Are Traditional Deep Learning Model Approaches as Effective as a Retinal-Specific Foundation Model for Ocular and Systemic Disease Detection?

Samantha Min Er Yew, Xiaofeng Lei, Jocelyn Hui Lin Goh, Yibing Chen, Sahana Srinivasan, Miao-li Chee, Krithi Pushpanathan, Ke Zou, Qingshan Hou, Zhi Da Soh, Cancan Xue, Marco Chak Yan Yu, Charumathi Sabanayagam, E Shyong Tai, Xueling Sim, Yaxing Wang, Jost B. Jonas, Vinay Nangia, Gabriel Dawei Yang, Emma Anran Ran, Carol Yim-Lui Cheung, Yangqin Feng, Jun Zhou, Rick Siow Mong Goh, Yukun Zhou, Pearse A. Keane, Yong Liu, Ching-Yu Cheng, Yih-Chung Tham

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

Evolver: Chain-of-Evolution Prompting to Boost Large Multimodal Models for Hateful Meme Detection

Jinfa Huang, Jinsheng Pan, Zhongwei Wan, Hanjia Lyu, Jiebo Luo

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

Comments accepted by COLING 2025

MSTS: A Multimodal Safety Test Suite for Vision-Language Models

Paul Röttger, Giuseppe Attanasio, Felix Friedrich, Janis Goldzycher, Alicia Parrish, Rishabh Bhardwaj, Chiara Di Bonaventura, Roman Eng, Gaia El Khoury Geagea, Sujata Goswami, Jieun Han, Dirk Hovy, Seogyeong Jeong, Paloma Jeretič, Flor Miriam Plaza-del-Arco, Donya Rooein, Patrick Schramowski, Anastassia Shaitarova, Xudong Shen, Richard Willats, Andrea Zugarini, Bertie Vidgen

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

Comments under review

Accurate RNA 3D structure prediction using a language model-based deep learning approach

Tao Shen, Zhihang Hu, Siqi Sun, Di Liu, Felix Wong, Jiuming Wang, Jiayang Chen, Yixuan Wang, Liang Hong, Jin Xiao, Liangzhen Zheng, Tejas Krishnamoorthi, Irwin King, Sheng Wang, Peng Yin, James J. Collins, Yu Li

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

Comments 23 pages, 5 figures. A revised version is published in Nature Methods 21, 2287-2298 (2024). doi:10.1038/s41592-024-02487-0

Journal ref Nature Methods 2024

Depression and Anxiety Prediction Using Deep Language Models and Transfer Learning

Tomasz Rutowski, Elizabeth Shriberg, Amir Harati, Yang Lu, Piotr Chlebek, Ricardo Oliveira

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

Journal ref Proceedings IEEE International Conference on Behavioural and Social Computing (BESC), 2020

An archaeological Catalog Collection Method Based on Large Vision-Language Models

Honglin Pang, Yi Chang, Tianjing Duan, Xi Yang

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

Comments 4 pages,4 figures,www source track

Generative AI Toolkit -- a framework for increasing the quality of LLM-based applications over their whole life cycle

Jens Kohl, Luisa Gloger, Rui Costa, Otto Kruse, Manuel P. Luitz, David Katz, Gonzalo Barbeito, Markus Schweier, Ryan French, Jonas Schroeder, Thomas Riedl, Raphael Perri, Youssef Mostafa

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

Comments 16 pages, 6 figures. For source code see https://github.com/awslabs/generative-ai-toolkit

TrendSim: Simulating Trending Topics in Social Media Under Poisoning Attacks with LLM-based Multi-agent System

Zeyu Zhang, Jianxun Lian, Chen Ma, Yaning Qu, Ye Luo, Lei Wang, Rui Li, Xu Chen, Yankai Lin, Le Wu, Xing Xie, Ji-Rong Wen

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

Comments 19 pages, 9 tables, 8 figure

Are Language Models Agnostic to Linguistically Grounded Perturbations? A Case Study of Indic Languages

Poulami Ghosh, Raj Dabre, Pushpak Bhattacharyya

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

Comments Work in Progress