Natural Language Processing

VILLAIN at AVerImaTeC: Verifying Image–Text Claims via Multi-Agent Collaboration EACL 2026 Vinclat: Evaluating Reasoning, Cognition and Culture in One Game EACL 2026 VinQA: Visual Elements Interleaved Long-form Answer Generation for Real-World Multimodal Document QA CVPR 2026 Vista: Scene-Aware Optimization for Streaming Video Question Answering Under Post-Hoc Queries AAAI 2026 Visual and Memory–Augmented Soccer Commentary Generation ACL 2026 VMD-FACT: A New Video Dataset and MLLM-based method for Detecting Realistic AI-Generated Video Misinformation CVPR 2026 VN-MTEB: Vietnamese Massive Text Embedding Benchmark 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 VRAgent: Self-Refining Agent for Zero-Shot Multimodal Video Retrieval WACV 2026 VSPO: Validating Semantic Pitfalls in Ontology via LLM-Based CQ Generation AAAI 2026 wangkongqiang at SemEval-2026 Task 10: PsyCoMark- Psycholinguistic Conspiracy Marker Extraction and Detection SemEval 2026 wangkongqiang at SemEval-2026 Task 1: MWAHAHA- Competition on Humor Generation SemEval 2026 wangkongqiang at SemEval-2026 Task 9: Detecting Multilingual, Multicultural and Multievent Online Polarization SemEval 2026 Wan-Weaver: Interleaved Multi-modal Generation via Decoupled Training CVPR 2026 Weakly Supervised Named Entity Recognition for Historical Texts EACL 2026 "We Are (Language) Family”: Adapting Transformer models to related minority languages with linguistic data EACL 2026 We Are What We Repeatedly Do: Improving Long Context Instruction Following EACL 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 Does Infect Mean to Cardio? Investigating the Role of Clinical Specialty Data in Medical LLMs EACL 2026 What Does LLM Refinement Actually Improve? A Systematic Study on Document-Level Literary Translation ACL 2026 What does Surprisal have to do with Information Status? EACL 2026 What Exactly do Children Receive in Language Acquisition? A Case Study on CHILDES with Automated Detection of Filler-Gap Dependencies CoNLL 2026 What is a protest anyway? Codebook conceptualization is still a first-order concern in LLM-era classification ACL 2026