语言大模型 / LLM

The (Short-Term) Effects of Large Language Models on Unemployment and Earnings

Danqing Chen, Carina Kane, Austin Kozlowski, Nadav Kunievsky, James A. Evans

机构 * University of Chicago, Knowledge Lab（芝加哥大学，知识实验室） 纠错

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

AdaSteer: Your Aligned LLM is Inherently an Adaptive Jailbreak Defender

Weixiang Zhao, Jiahe Guo, Yulin Hu, Yang Deng, An Zhang, Xingyu Sui, Xinyang Han, Yanyan Zhao, Bing Qin, Tat-Seng Chua, Ting Liu

机构 * Harbin Institute of Technology（哈尔滨工业大学） ； Singapore Management University（新加坡管理大学） ； National University of Singapore（国立新加坡大学） 纠错

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

Comments 19 pages, 6 figures, 10 tables

Modeling the Human Visual System: Comparative Insights from Response-Optimized and Task-Optimized Vision Models, Language Models, and different Readout Mechanisms

Shreya Saha, Ishaan Chadha, Meenakshi Khosla

机构 * Electrical and Computer Engineering University of California, San Diego（电气与计算机工程大学加州大学圣地亚哥分校） ； Halıcıoğlu Data Science Institute University of California, San Diego（Halıcıoğlu数据科学研究所大学加州大学圣地亚哥分校） ； Department of Cognitive Science, Department of Computer Science and Engineering University of California, San Diego（认知科学系计算机科学与工程系大学加州大学圣地亚哥分校） 纠错

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

Robust Vision-Language Models via Tensor Decomposition: A Defense Against Adversarial Attacks

Het Patel, Muzammil Allie, Qian Zhang, Jia Chen, Evangelos E. Papalexakis

机构 * University of California, Riverside（加州大学河滨分校） 纠错

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

Comments To be presented as a poster at the Workshop on Safe and Trustworthy Multimodal AI Systems (SafeMM-AI), 2025

Beyond Pixels: Enhancing LIME with Hierarchical Features and Segmentation Foundation Models

Patrick Knab, Sascha Marton, Christian Bartelt

机构 * Clausthal University of Technology（Clausthal 技术大学） ； University of Mannheim（曼海姆大学） 纠错

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

Comments ECAI 2025 - Main Track

Are Multimodal Foundation Models All That Is Needed for Emofake Detection?

Mohd Mujtaba Akhtar, Girish, Orchid Chetia Phukan, Swarup Ranjan Behera, Pailla Balakrishna Reddy, Ananda Chandra Nayak, Sanjib Kumar Nayak, Arun Balaji Buduru

专题命中 其他LLM ：foundation model(title,abstract)

Comments Accepted to APSIPA-ASC 2025

CodeRAG: Finding Relevant and Necessary Knowledge for Retrieval-Augmented Repository-Level Code Completion

Sheng Zhang, Yifan Ding, Shuquan Lian, Shun Song, Hui Li

机构 * Key Laboratory of Multimedia Trusted Perception and Efficient Computing Ministry of Education of China（教育部多媒体可信感知与高效计算重点实验室） ； Xiamen University（厦门大学） ； Ant Group（蚂蚁集团） 纠错

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

Comments EMNLP 2025

Real, Fake, or Manipulated? Detecting Machine-Influenced Text

Yitong Wang, Zhongping Zhang, Margherita Piana, Zheng Zhou, Peter Gerstoft, Bryan A. Plummer

机构 * Boston University（波士顿大学） ； University of California, San Diego（加州大学圣地亚哥分校） 纠错

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

Comments Accepted to EMNLP 2025 Findings

Agentic Aerial Cinematography: From Dialogue Cues to Cinematic Trajectories

Yifan Lin, Sophie Ziyu Liu, Ran Qi, George Z. Xue, Xinping Song, Chao Qin, Hugh H. -T. Liu

机构 * Division of Engineering Science, University of Toronto（多伦多大学工程科学系） ； Institute for Aerospace Studies, University of Toronto（多伦多大学航空航天研究所） 纠错

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

SABER: Uncovering Vulnerabilities in Safety Alignment via Cross-Layer Residual Connection

Maithili Joshi, Palash Nandi, Tanmoy Chakraborty

机构 * Indian Institute of Technology Delhi（印度理工学院德里） 纠错

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

Comments Accepted in EMNLP'25 Main

Information Geometry of Variational Bayes

Mohammad Emtiyaz Khan

机构 * RIKEN Center for AI Project（日本理化学研究所人工智能项目中心） 纠错

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

The Rhythm In Anything: Audio-Prompted Drums Generation with Masked Language Modeling

Patrick O'Reilly, Julia Barnett, Hugo Flores García, Annie Chu, Nathan Pruyne, Prem Seetharaman, Bryan Pardo

专题命中 其他LLM ：language model(title)

Comments ISMIR 2025

Comparative Analysis of Tokenization Algorithms for Low-Resource Language Dzongkha

Tandin Wangchuk, Tad Gonsalves

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

Comments 10 Pages

Emotion-Aware Speech Generation with Character-Specific Voices for Comics

Zhiwen Qian, Jinhua Liang, Huan Zhang

机构 * School of Electronic Engineering（电子工程学院） ； Computer Science Queen Mary University of London（计算机科学女王玛丽大学） 纠错

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

Towards Robust Visual Continual Learning with Multi-Prototype Supervision

Xiwei Liu, Yulong Li, Yichen Li, Xinlin Zhuang, Haolin Yang, Huifa Li, Imran Razzak

机构 * Mohamed bin Zayed University of Artificial Intelligence（穆罕默德·本·扎耶德人工智能大学） ； Huazhong University of Science and Technology（华中科技大学） ； East China Normal University（东华大学） 纠错

专题命中 其他LLM ：LLM(abstract)；language model(abstract)

Localmax dynamics for attention in transformers and its asymptotic behavior

Henri Cimetière, Maria Teresa Chiri, Bahman Gharesifard

机构 * Mathematical and Computer Engineering, Ecole Nationale des Ponts et Chaussées（数学与计算机工程系，国立桥梁与道路学院） ； Department of Mathematics and Statistics, Queen’s University（数学与统计学系，皇后大学） 纠错

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

Comments 28 pages, 5 figures

Inverting Trojans in LLMs

Zhengxing Li, Guangmingmei Yang, Jayaram Raghuram, David J. Miller, George Kesidis

机构 * School of EECS, Penn State（宾夕法尼亚州立大学电子工程与计算机科学学院） ； Anomalee Inc.（Anomalee公司） 纠错

专题命中 其他LLM ：LLM(abstract)；分类 cs.LG

Structured Information for Improving Spatial Relationships in Text-to-Image Generation

Sander Schildermans, Chang Tian, Ying Jiao, Marie-Francine Moens

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

Comments text-to-image generation, structured information, spatial relationship