Large Language Models

Video SimpleQA: Towards Factuality Evaluation in Large Video Language Models AAAI 2026 VietCheckMed: Explainable Regulatory Compliance Checking for Medical Advertisements on Vietnamese Social Media AAAI 2026 Vinclat: Evaluating Reasoning, Cognition and Culture in One Game EACL 2026 Vocabulary Shapes Cross-Lingual Variation of Word-Order Learnability in Language Models ACL 2026 VP-Bench: A Comprehensive Benchmark for Visual Prompting in Multimodal Large Language Models AAAI 2026 VSPO: Validating Semantic Pitfalls in Ontology via LLM-Based CQ Generation AAAI 2026 WebNovelBench: Placing LLM Novelists on the Web Novel Distribution EACL 2026 What Breaks Knowledge Graph based RAG? Benchmarking and Empirical Insights into Reasoning under Incomplete Knowledge EACL 2026 What the Router Sees Matters: Funnel Pooling for Fast, Content Driven Expert Routing EACL 2026 What to Ask Next? Probing the Imaginative Reasoning of LLMs with TurtleSoup Puzzles AAAI 2026 When Benchmarks Age: Temporal Misalignment through Large Language Model Factuality Evaluation EACL 2026 When the Domain Expert Has No Time and the LLM Developer Has No Clinical Expertise: Real-World Lessons from LLM Co-Design in a Safety-Net Hospital AAAI 2026 When the Model Said ‘No Comment’, We Knew Helpfulness Was Dead, Honesty Was Alive, and Safety Was Terrified EACL 2026 Who Judges the Judge? Evaluating LLM-as-a-Judge for French Medical open-ended QA EACL 2026 Why Are We Lonely? Leveraging LLMs to Measure and Understand Loneliness in Caregivers and Non-caregivers EACL 2026 Why Do Open-Source LLMs Struggle with Data Analysis? A Systematic Empirical Study AAAI 2026 WikiREVIEW: A Multi-Perspective Review Framework for Automatic Wiki-Style Article Generation AAAI 2026 Word predictability estimates from language models are not robust to tokenizer vocabulary CoNLL 2026 xLM: A Python Package for Non-Autoregressive Language Models EACL 2026 X-SAM: From Segment Anything to Any Segmentation AAAI 2026 Zero-shot Recommendation: Towards Class Semantic Relation Learning for Inferring Labels of Unseen Micro-videos AAAI 2026 D_2O: Dynamic Discriminative Operations for Efficient Long-Context Inference of Large Language Models ICLR 2025 100-LongBench: Are de facto Long-Context Benchmarks Literally Evaluating Long-Context Ability? ACL 2025 111DUT at SemEval-2025 Task 8:Hierarchical Chain-of-Thought Reasoning and Multi-Model Deliberation for Robust TableQA SemEval 2025 1-800-SHARED-TASKS@NLU of Devanagari Script Languages 2025: Detection of Language, Hate Speech, and Targets using LLMs COLING 2025