Papers
Know What You do Not Know: Verbalized Uncertainty Estimation Robustness on Corrupted Images in Vision-Language Models
Mirko Borszukovszki, Ivo Pascal De Jong, Matias Valdenegro-Toro
ViBe: A Text-to-Video Benchmark for Evaluating Hallucination in Large Multimodal Models
Vipula Rawte, Sarthak Jain, Aarush Sinha et al.
Do Voters Get the Information They Want? Understanding Authentic Voter FAQs in the US and How to Improve for Informed Electoral Participation
Vipula Rawte, Deja N Scott, Gaurav Kumar et al.
BiasEdit: Debiasing Stereotyped Language Models via Model Editing
Xin Xu, Wei Xu, Ningyu Zhang et al.
Rainbow-Teaming for the Polish Language: A Reproducibility Study
Aleksandra Krasnodębska, Maciej Chrabaszcz, Wojciech Kusa
Multi-lingual Multi-turn Automated Red Teaming for LLMs
Abhishek Singhania, Christophe Dupuy, Shivam Sadashiv Mangale et al.
Line of Duty: Evaluating LLM Self-Knowledge via Consistency in Feasibility Boundaries
Sahil Kale, Vijaykant Nadadur
Cracking the Code: Enhancing Implicit Hate Speech Detection through Coding Classification
Lu Wei, Liangzhi Li, Tong Xiang et al.
Minimal Evidence Group Identification for Claim Verification
Xiangci Li, Sihao Chen, Rajvi Kapadia et al.
Break the Breakout: Reinventing LM Defense Against Jailbreak Attacks with Self-Refine
Heegyu Kim, Hyunsouk Cho
Error Detection for Multimodal Classification
Thomas Bonnier
Smaller Large Language Models Can Do Moral Self-Correction
Guangliang Liu, Zhiyu Xue, Xitong Zhang et al.
Ambiguity Detection and Uncertainty Calibration for Question Answering with Large Language Models
Zhengyan Shi, Giuseppe Castellucci, Simone Filice et al.
PBI-Attack: Prior-Guided Bimodal Interactive Black-Box Jailbreak Attack for Toxicity Maximization
Ruoxi Cheng, Yizhong Ding, Shuirong Cao et al.
Gibberish is All You Need for Membership Inference Detection in Contrastive Language-Audio Pretraining
Ruoxi Cheng, Yizhong Ding, Shuirong Cao et al.
Beyond Text-to-SQL for IoT Defense: A Comprehensive Framework for Querying and Classifying IoT Threats
Ryan Pavlich, Nima Ebadi, Richard Tarbell et al.
Probing Neural Network Generalization using Default Patterns
Brandon Prickett, Tianyi Niu, Katya Pertsova
The Impact of Dialect Variation on Robust Automatic Speech Recognition for Catalan
Zachary Hopton, Eleanor Chodroff
West Germanic noun-noun compounds and the morphology-syntax trade-off
Pablo Mosteiro, Damián Blasi, Denis Paperno
Vocabulary-level Memory Efficiency for Language Model Fine-tuning
Miles Williams, Nikolaos Aletras
Large Language Models Are Overparameterized Text Encoders
Thennal D K, Tim Fischer, Chris Biemann
State Space Models are Strong Text Rerankers
Zhichao Xu, Jinghua Yan, Ashim Gupta et al.
Punctuation Restoration Improves Structure Understanding without Supervision
Junghyun Min, Minho Lee, Woochul Lee et al.