Natural Language Processing

MentalGuide: Towards Multi-Turn, State-Aware and Strategy-Driven Conversations for Mental Health Support AAAI 2026 mEOL: Training-Free Instruction-Guided Multimodal Embedder for Vector Graphics and Image Retrieval WACV 2026 MERLIN: Multi-Stage Curriculum Alignment for Multilingual Encoder-LLM Integration in Cross-Lingual Reasoning EACL 2026 MetaGPT: A Large Vision-Language Model for Meme Metaphor Understanding AAAI 2026 MetFuse: Figurative Fusion between Metonymy and Metaphor ACL 2026 Metric Grammars: A usage-based grammatical formalism that supports generation, parsing and morphological innovation CoNLL 2026 MEVER: Multi-Modal and Explainable Claim Verification with Graph-based Evidence Retrieval EACL 2026 MGT-Prism: Enhancing Domain Generalization for Machine-Generated Text Detection via Spectral Alignment AAAI 2026 MHB: Medical Hallucination Benchmark for Large Language Models in Complex Clinical Tasks AAAI 2026 MicLog: Towards Accurate and Efficient LLM-based Log Parsing via Progressive Meta In-Context Learning AAAI 2026 MICON-Bench: Benchmarking and Enhancing Multi-Image Context Image Generation in Unified Multimodal Models CVPR 2026 MIDB: Multilingual Instruction Data Booster for Enhancing Cultural Equality in Multilingual Instruction Synthesis AAAI 2026 MIMIC: Multi-party Dialogue Augmentation via Speaker Stylistic Transfer EACL 2026 MindFlayer at SemEval-2026 Task 8:DUALRAG:Answerability-Aware Generation for Multi-Turn RAG Conversations SemEval 2026 MindMiner at SemEval-2026 Task 10: Multi-Model Approaches to Conspiracy Detection and Psycholinguistic Marker Extraction SemEval 2026 MINDS at SemEval-2026-Task 1: Enhancing Humor Generation through RAG and Synthetic DPO Alignment SemEval 2026 MINDS at SemEval-2026 Task 9: A Multi-Paradigm Approach to Cross-Lingual Polarization Detection SemEval 2026 Mind the Gap: Benchmarking LLM Uncertainty and Calibration with Specialty-Aware Clinical QA and Reasoning-Based Behavioural Features EACL 2026 Mind the Gap: Multilingual Divide in LLM Bias Detection and Reasoning ACL 2026 Mind the Pause: Disfluency-Aware Objective Tuning for Multilingual Speech Correction with LLMs ACL 2026 MindVote: When AI Meets the Wild West of Social Media Opinion AAAI 2026 MIND Your Reasoning: A Meta-Cognitive Intuitive-Reflective Network for Dual-Reasoning in Multimodal Stance Detection ACL 2026 Mind Your Steps in Biomedical Named Entity Recognition: First Extract, Tag Afterwards EACL 2026 MiniRAG: A Lightweight RAG system with Small Language Models ACL 2026 Min-k Sampling: Decoupling Truncation from Temperature Scaling via Relative Logit Dynamics ACL 2026