Papers
Beneath the Facade: Probing Safety Vulnerabilities in LLMs via Auto-Generated Jailbreak Prompts
Heehyeon Kim, Kyeongryul Lee, Joyce Jiyoung Whang
Sparsifying Mamba
An Wang, Ruobing Xie, Shuaipeng Li et al.
SafeToolBench: Pioneering a Prospective Benchmark to Evaluating Tool Utilization Safety in LLMs
Hongfei Xia, Hongru Wang, Zeming Liu et al.
Distributed LLM Serving on Consumer-Grade GPUs by Reconciling Computation and Communication
Lewei Jin, Kui Zhang, Yongqi Chen et al.
Beyond Surface Alignment: Rebuilding LLMs Safety Mechanism via Probabilistically Ablating Refusal Direction
Yuanbo Xie, Yingjie Zhang, Tianyun Liu et al.
Analyzing Gambling Addictions: A Spanish Corpus for Understanding Pathological Behavior
Manuel Couto, Marcos Fernández-Pichel, Mario Ezra Aragon et al.
Multimodal UNcommonsense: From Odd to Ordinary and Ordinary to Odd
Yejin Son, Saejin Kim, Dongjun Min et al.
MAFMO: Multi-modal Adaptive Fusion with Meta-template Optimization for Vision-Language Models
Mingrui Xie, Lulu Xu, Junliang Du
Representation-based Broad Hallucination Detectors Fail to Generalize Out of Distribution
Zuzanna Dubanowska, Maciej Żelaszczyk, Michał Brzozowski et al.
Beyond Binary Preferences: Semi-Online Label-Free GRACE-KTO with Group-Wise Adaptive Calibration for High-Quality Long-Text Generation
Jingyang Deng, Ran Chen, Jo-Ku Cheng et al.
A Benchmark for Hindi Verb-Argument Structure Alternations
Kanishka Jain, Ashwini Vaidya
Understanding and Improving Information Preservation in Prompt Compression for LLMs
Weronika Łajewska, Momchil Hardalov, Laura Aina et al.
Transfer-Aware Data Selection for Domain Adaptation in Text Retrieval
Linzhu Yu, Huan Li, Ke Chen et al.
Accept or Deny? Evaluating LLM Fairness and Performance in Loan Approval across Table-to-Text Serialization Approaches
Israel Abebe Azime, Deborah D. Kanubala, Tejumade Afonja et al.
LLMs Reproduce Stereotypes of Sexual and Gender Minorities
Ruby Ostrow, Adam Lopez
QuantAgents: Towards Multi-agent Financial System via Simulated Trading
Xiangyu Li, Yawen Zeng, Xiaofen Xing et al.
VIVA+: Human-Centered Situational Decision-Making
Zhe Hu, Yixiao Ren, Guanzhong Liu et al.
KurTail : Kurtosis-based LLM Quantization
Mohammad Sadegh Akhondzadeh, Aleksandar Bojchevski, Evangelos Eleftheriou et al.
Investigating the Impact of Conceptual Metaphors on LLM-based NLI through Shapley Interactions
Meghdut Sengupta, Maximilian Muschalik, Fabian Fumagalli et al.
Judging with Many Minds: Do More Perspectives Mean Less Prejudice? On Bias Amplification and Resistance in Multi-Agent Based LLM-as-Judge
Chiyu Ma, Enpei Zhang, Yilun Zhao et al.
Optimising Factual Consistency in Summarisation via Preference Learning from Multiple Imperfect Metrics
Yuxuan Ye, Raul Santos-Rodriguez, Edwin Simpson
Choosing a Model, Shaping a Future: Comparing LLM Perspectives on Sustainability and its Relationship with AI
Annika Bush, Meltem Aksoy, Markus Pauly et al.
Ko-LongRAG: A Korean Long-Context RAG Benchmark Built with a Retrieval-Free Approach
Yongil Kim, Heuiyeen Yeen, Hyeongu Yun et al.
PhysicsArena: The First Multimodal Physics Reasoning Benchmark Exploring Variable, Process, and Solution Dimensions
Song Dai, Yibo Yan, Jiamin Su et al.
Diving into Mitigating Hallucinations from a Vision Perspective for Large Vision-Language Models
Weihang Wang, Xinhao Li, Ziyue Wang et al.