Papers
Compositional Steering of Large Language Models with Steering Tokens
Gorjan Radevski, Kiril Gashteovski, Giwon Hong et al.
GASE: Graph-Aware Semantic Embedding Learning with Frozen LLMs for Text-Attributed Graphs
Mingqian Ding, Jianjun Li, Wenqi Yang et al.
Can AI-Generated Persuasion Be Detected? Persuaficial Benchmark and AI vs. Human Linguistic Differences
Arkadiusz Modzelewski, Paweł Golik, Anna Kołos et al.
ReCreate: Reasoning and Creating Domain Agents Driven by Experience
Zhezheng Hao, Hong Wang, Jian Luo et al.
MirrorCAPTCHA: Wild CAPTCHA, Wild Distribution, Wild Web-based Platform Meet Multimodal LLM Agents
Xiangyu Wu, Yuwei Hu, Tianyu Cui et al.
Attribution, Citation, and Quotation: A Survey of Evidence-based Text Generation with Large Language Models
Tobias Schreieder, Tim Schopf, Michael Färber
An Experimental Study on the Influence of Culture on Cross-Lingual Sentiment Transfer
Ahao Liu, Haitong Yang, Wang Chuanrong
SpeechMedAssist: Efficiently and Effectively Adapting Speech Language Models for Medical Consultation
Sirry Chen, Jieyi Wang, Wei Chen et al.
UMPIRE: Unveiling LLM-generated Posts via Redundant Expressions
Xiaoquan Yi, Haixing Wu, Haozhao Wang et al.
Evaluation Pitfalls and Challenges in Multimedia Event Extraction
Philipp Seeberger, Steffen Freisinger, Tobias Bocklet et al.
OSCBench: Benchmarking Object State Change in Text-to-Video Generation
Xianjing Han, Bin Zhu, Shiqi Hu et al.
The “Knowledge–Behavior Gap” in Cultural Taboo Safety of Large Language Models
Ying He, Sihang Jiang, Xingzhou Chen et al.
QuantumQA: Enhancing Scientific Reasoning via Physics-Consistent Dataset and Verification-Aware Reinforcement Learning
Songxin Qu, Tai-Ping Sun, Yun-Jie Wang et al.
Mobile-R1: Towards Interactive Capability for VLM-Based Mobile Agent via Systematic Training
Jihao Gu, Qihang Ai, Yingyao Wang et al.
Too Nice to Tell the Truth: Quantifying Agreeableness-Driven Sycophancy in Role-Playing Language Models
Arya Shah, Deepali Mishra, Chaklam Silpasuwanchai
EA-Agent: A Structured Multi-Step Reasoning Agent for Entity Alignment
Yixuan Nan, Xixun Lin, Yanmin Shang et al.
Do LLMs Encode Functional Importance of Reasoning Tokens ?
Janvijay Singh, Dilek Hakkani-Tür
HEALing Entropy Collapse: Enhancing Exploration in Few-Shot RLVR via Hybrid-Domain Entropy Dynamics Alignment
Zhanyu Liu, Qingguo Hu, Ante Wang et al.
Inverting the Shield: Systematically Generating Safety Tests from Policy Specifications
Xiaoyue Lu, Xianglin Yang, Haijun Liu et al.
CURE-Med: Curriculum-Informed Reinforcement Learning for Multilingual Medical Reasoning
Eric Onyame, Akash Ghosh, Subhadip Baidya et al.
Language Models Learn Universal Representations of Numbers and Here’s Why You Should Care
Michal Štefánik, Timothee Mickus, Marek Kadlčík et al.
ArgGenBench: Benchmarking the Complex Controlled Argument Generation Capability of Large Language Models
Bojun Jin, Jianzhu Bao, Yang Sun et al.
Expect the Unexpected? Testing the Surprisal of Salient Entities
Jessica Lin, Amir Zeldes
Evaluating Answer Leakage Robustness of LLM Tutors against Adversarial Student Attacks
Jin Zhao, Marta Knežević, Tanja Käser
CPR-RAG: Clinical Prior-Regularized Retrieval for Anatomy-Aware 3D CT Report Generation
Sungkyu Yang, Kang-Min Kim, Mansu Kim