Natural Language Processing

CxMP: A Linguistic Minimal-Pair Benchmark for Evaluating Constructional Understanding in Language Models ACL 2026 CyPortQA: Benchmarking Multimodal Large Language Models for Cyclone Preparedness in Port Operation AAAI 2026 CYUT at SemEval-2026 Task 3: Multi-Task Dimensional Aspect Sentiment Regression with Polar Multi-Zone Labeling in VA Space SemEval 2026 CYUT at SemEval-2026 Task 9: Monolingual vs. Multilingual LoRA Tuning for Multicultural and Multievent Polarization Detection SemEval 2026 D3: Dynamic Docid Decoding for Multi-Intent Generative Retrieval EACL 2026 DanceHA: A Multi-Agent Framework for Document-Level Aspect-Based Sentiment Analysis AAAI 2026 DANGNT@SGU at SemEval-2026 Task 1: A Two-Stage Mistral Generator with DistilBERT Reranking for English Humor Generation SemEval 2026 dangphuduy at SemEval-2026 Task 10: Span-based Conspiracy Marker Extraction and Emotion-Aware Detection via Gated Fusion SemEval 2026 Dark & Stormy: Modeling Humor in Sentences from the Bulwer-Lytton Fiction Contest ACL 2026 DART: Disambiguation-Aware Reasoning for Video-guided Machine Translation ACL 2026 DashboardQA: Benchmarking Multimodal Agents for Question Answering on Interactive Dashboards EACL 2026 Data Augmentation Based on Selective Masking of Language Models for One Health Context EACL 2026 DataBees at SemEval-2026 Task 9: Detecting Multilingual, Multicultural and Multievent Online Polarization SemEval 2026 Data-Centric Sequential Recommendation with Relation-Augmented Generation AAAI 2026 Data Mixing Agent: Learning to Re-weight Domains for Continual Pre-training ACL 2026 Dawn at SemEval-2026 Task 8: Structured Control Decomposition for Faithful Multi-Turn Retrieval-Augmented Generation SemEval 2026 DCSN-NLP at MWE-2026 AdMIRe 2: Bridging Literal and Figurative Meaning Through Hierarchical Multimodal Reasoning EACL 2026 DCTR: Dual-Constraint Subgraph Optimization for Knowledge Graph-based Retrieval-Augmented Generation AAAI 2026 Dealing with the Hard Facts of Low-Resource African NLP EACL 2026 DEALT: LLM-driven Diversity-Enhanced Data Augmentation for Long-Tail Text Classification AAAI 2026 De-Anonymization at Scale via Tournament-Style Attribution ACL 2026 DEBAR: Mitigating Contextual Bias in Cross-Document Relation Extraction via Dual-Stream Decoupling ACL 2026 “Debate Guru”: Honing Public Speaking Skills Among Secondary School Students with AI Tutoring Systems AAAI 2026 Debate-of-Thoughts: Resolving Knowledge Conflicts in LLMs Through Internal Deliberation ACL 2026 Debate over Mixed-knowledge: A Robust Multi-Agent Reasoning Framework for Incomplete Knowledge Graph Question Answering AAAI 2026