Papers
A Regex Minimization Benchmark: A PSPACE-Complete Challenge for Language Models
Hyundong Jin, Joonghyuk Hahn, Yo-Sub Han
Are All Prompt Components Value-Neutral? Understanding the Heterogeneous Adversarial Robustness of Dissected Prompt in LLMs
Yujia Zheng, Tianhao Li, Haotian Huang et al.
Engagement Undermines Safety: How Stereotypes and Toxicity Shape Humor in Language Models
Atharvan Dogra, Soumya Suvra Ghosal, Ameet Deshpande et al.
Language Lives in Sparse Dimensions: Toward Interpretable and Efficient Multilingual Control for Large Language Models
Chengzhi Zhong, Fei Cheng, Qianying Liu et al.
Image Corruption-Inspired Membership Inference Attacks against Large Vision-Language Models
Zongyu Wu, Minhua Lin, Zhiwei Zhang et al.
Unveiling Intrinsic Dimension of Texts: from Academic Abstract to Creative Story
Pedashenko Vladislav, Laida Kushnareva, Yana Khassan Nibal et al.
BILLY: Steering Large Language Models via Merging Persona Vectors for Creative Generation
Tsung-Min Pai, Jui-I Wang, Li-Chun Lu et al.
FanarGuard: A Culturally-Aware Moderation Filter for Arabic Language Models
Masoomali Fatehkia, Enes Altinisik, Husrev Taha Sencar
Look Before You Leap: A Lookahead Reasoning Quality Gate for Speculative Decoding
Hiroaki Kingetsu, Kaoru Yokoo, Kenji Fukumizu et al.
SCALAR: Scientific Citation-based Live Assessment of Long-context Academic Reasoning
Renxi Wang, Honglin Mu, Liqun Ma et al.
Happiness is Sharing a Vocabulary: A Study of Transliteration Methods
Haeji Jung, Jinju Kim, Kyungjin Kim et al.
“Yuki Gets Sushi, David Gets Steak?”: Uncovering Gender and Racial Biases in LLM-Based Meal Recommendations
Xuefeng Wei, Xuan Zhou, Yusuke Sakai et al.
H-Mem: Hybrid Multi-Dimensional Memory Management for Long-Context Conversational Agents
Zihe Ye, Jingyuan Huang, Weixin Chen et al.
LitBench: A Benchmark and Dataset for Reliable Evaluation of Creative Writing
Daniel Fein, Sebastian Russo, Violet Xiang et al.
Over-Searching in Search-Augmented Large Language Models
Roy Xie, Deepak Gopinath, David Qiu et al.
Jailbreaks as Inference-Time Alignment: A Framework for Understanding Safety Failures in LLMs
James Beetham, Souradip Chakraborty, Mengdi Wang et al.
RAFFLES: Reasoning-based Attribution of Faults for LLM Systems
Chenyang Zhu, Spencer Hong, Jingyu Wu et al.
Active Generalized Category Discovery with Diverse LLM Feedback
Henry Peng Zou, Siffi Singh, Yi Nian et al.
Tokenizer-Aware Cross-Lingual Adaptation of Decoder-Only LLMs through Embedding Relearning and Swapping
Fan Jiang, Honglin Yu, Grace Y Chung et al.
Diagnosing Vision Language Models’ Perception by Leveraging Human Methods for Color Vision Deficiencies
Kazuki Hayashi, Shintaro Ozaki, Yusuke Sakai et al.
Beyond Semantics: How Temporal Biases Shapes Retrieval in Transformer and State-Space Models
Anooshka Bajaj, Deven Mahesh Mistry, Sahaj Singh Maini et al.
Zero-Shot Open-Schema Entity Structure Discovery
Xueqiang Xu, Jinfeng Xiao, James Barry et al.
Verification-Aware Planning for Multi-Agent Systems
Tianyang Xu, Dan Zhang, Kushan Mitra et al.
NG-Router: Graph-Supervised Multi-Agent Collaboration for Nutrition Question Answering
Kaiwen Shi, Zheyuan Zhang, Zhengqing Yuan et al.
How Robust Are Router-LLMs? Analysis of the Fragility of LLM Routing Capabilities
Aly M. Kassem, Bernhard Schölkopf, Zhijing Jin