语言大模型 / LLM

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

Foundation Models and Adaptive Feature Selection: A Synergistic Approach to Video Question Answering

Sai Bhargav Rongali, Mohamad Hassan N C, Ankit Jha, Neha Bhargava, Saurabh Prasad, Biplab Banerjee

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

Journal ref WACV2025

Bumblebee: Foundation Model for Particle Physics Discovery

Andrew J. Wildridge, Jack P. Rodgers, Ethan M. Colbert, Yao yao, Andreas W. Jung, Miaoyuan Liu

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

Comments 5 pages, 3 figures, submitted to Machine Learning and the Physical Sciences Workshop, NeurIPS 2024

Robustness of the Random Language Model

Fatemeh Lalegani, Eric De Giuli

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

Comments 11 pages; v2: expanded discussion throughout

Journal ref PRE 109 (2024): 054313

Incremental Sentence Processing Mechanisms in Autoregressive Transformer Language Models

Michael Hanna, Aaron Mueller

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

Comments Code and data available at https://github.com/hannamw/GP-mechanisms

FodFoM: Fake Outlier Data by Foundation Models Creates Stronger Visual Out-of-Distribution Detector

Jiankang Chen, Ling Deng, Zhiyong Gan, Wei-Shi Zheng, Ruixuan Wang

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

Comments 13 pages, 7 figures

Journal ref Proceedings of the 32nd ACM International Conference on Multimedia, 2024

Efficacy of Language Model Self-Play in Non-Zero-Sum Games

Austen Liao, Nicholas Tomlin, Dan Klein

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

Parametric-ControlNet: Multimodal Control in Foundation Models for Precise Engineering Design Synthesis

Rui Zhou, Yanxia Zhang, Chenyang Yuan, Frank Permenter, Nikos Arechiga, Matt Klenk, Faez Ahmed

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

Multi-Granularity Tibetan Textual Adversarial Attack Method Based on Masked Language Model

Xi Cao, Nuo Qun, Quzong Gesang, Yulei Zhu, Trashi Nyima

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

Comments Revised Version; Accepted at WWW 2024 Workshop on SocialNLP

Journal ref Companion Proceedings of the ACM Web Conference 2024

Generative Visual Communication in the Era of Vision-Language Models

Yael Vinker

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

Comments PhD Thesis

A test suite of prompt injection attacks for LLM-based machine translation

Antonio Valerio Miceli-Barone, Zhifan Sun

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

City Foundation Models for Learning General Purpose Representations from OpenStreetMap

Pasquale Balsebre, Weiming Huang, Gao Cong, Yi Li

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

Comments CIKM 2024

TempCharBERT: Keystroke Dynamics for Continuous Access Control Based on Pre-trained Language Models

Matheus Simão, Fabiano Prado, Omar Abdul Wahab, Anderson Avila

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

Comments Accepted at WIFS 2024

$B^4$: A Black-Box Scrubbing Attack on LLM Watermarks

Baizhou Huang, Xiao Pu, Xiaojun Wan

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

How does Architecture Influence the Base Capabilities of Pre-trained Language Models? A Case Study Based on FFN-Wider and MoE Transformers

Xin Lu, Yanyan Zhao, Bing Qin, Liangyu Huo, Qing Yang, Dongliang Xu

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

Comments Accepted by NeurIPS 2024