Papers
Beyond Memorization: A Rigorous Evaluation Framework for Medical Knowledge Editing
Shigeng Chen, Linhao Luo, Zhangchi Qiu et al.
Taxation Perspectives from Large Language Models: A Case Study on Additional Tax Penalties
Eunkyung Choi, Young Jin Suh, Siun Lee et al.
Steering Large Language Models for Machine Translation Personalization
Daniel Scalena, Gabriele Sarti, Arianna Bisazza et al.
Document-Level Zero-Shot Relation Extraction with Entity Side Information
Mohan Raj, Lay-Ki Soon, Huey Fang Ong et al.
BLEnD-Vis: Benchmarking Multimodal Cultural Understanding in Vision Language Models
Bryan Chen Zhengyu Tan, Weihua Zheng, Zhengyuan Liu et al.
Where Do LLMs Compose Meaning? A Layerwise Analysis of Compositional Robustness
Nura Aljaafari, Danilo Carvalho, Andre Freitas
Re2-DocRED: Revisiting Revisited-DocRED for Joint Entity and Relation Extraction
Chen Kim Heng, Shao Wen Tong, Julian Wong Wei Sheng
ARREST: Adversarial Resilient Regulation Enhancing Safety and Truth in Large Language Models
Sharanya Dasgupta, Arkaprabha Basu, Sujoy Nath et al.
Word Surprisal Correlates with Sentential Contradiction in LLMs
Ning Shi, Bradley Hauer, David Basil et al.
Attribution-Guided Multi-Object Hallucination and Bias Detection in Vision-Language Models
Sirat Samyoun, Yingtai Xiao, Jian Du
Chat-Ghosting: Methods for Auto-Completion in Dialog Systems
Anubhab Mandal, Sandeep Mishra, Bishal Santra et al.
Confidence-Calibrated Small-Large Language Model Collaboration for Cost-Efficient Reasoning
Chuang Zhang, Zizhen Zhu, Yihao Wei et al.
BeDiscovER: The Benchmark of Discourse Understanding in the Era of Reasoning Language Models
Chuyuan Li, Giuseppe Carenini
GAST: Gradient-aligned Sparse Tuning of Large Language Models with Data-layer Selection
Kai Yao, Zhenghan Song, Kaixin Wu et al.
CHROMIC: Chronological Reasoning Across Multi-Panel Comics
Bingxuan Hou, Jiayi Lin, Chenyang Zhang et al.
Don’t Generate, Classify! Low-Latency Prompt Optimization with Structured Complementary Prompt
Hee-Soo Kim, Jun-Young Kim, Jeong-Hwan Lee et al.
RAGPPI: Retrieval-Augmented Generation Benchmark for Protein–Protein Interactions in Drug Discovery
Youngseung Jeon, Ziwen Li, Thomas Li et al.
Zer0-Jack: A memory-efficient gradient-based jailbreaking method for black box Multi-modal Large Language Models
Tiejin Chen, Kaishen Wang, Hua Wei
Prompt-driven Detection of Offensive Urdu Language using Large Language Models
Iffat Maab, Usman Haider, Junichi Yamagishi
A Survey on LLM-based Conversational User Simulation
Bo Ni, Yu Wang, Leyao Wang et al.
Measuring Mechanistic Independence: Can Bias Be Removed Without Erasing Demographics?
Zhengyang Shan, Aaron Mueller
HateXScore: A Metric Suite for Evaluating Reasoning Quality in Hate Speech Explanations
Yujia Hu, Roy Ka-Wei Lee
Enhancing the Safety of Medical Vision-Language Models by Synthetic Demonstrations
Zhiyu Xue, Reza Abbasi-Asl, Ramtin Pedarsani
MetaLead: A Comprehensive Human-Curated Leaderboard Dataset for Transparent Reporting of Machine Learning Experiments
Roelien C. Timmer, Necva Bölücü, Stephen Wan
Automating Android Build Repair: Bridging the Reasoning-Execution Gap in LLM Agents with Domain-Specific Tools
Ha Min Son, Huan Ren, Xin Liu et al.