Natural Language Processing

DebateQA: Evaluating Question Answering on Debatable Knowledge EACL 2026 Debiasing Large Language Models via Adaptive Causal Prompting with Sketch-of-Thought EACL 2026 Debiasing Logical Fallacy Detection for Real-World Robustness via Counterfactually Augmented Data ACL 2026 Decision-Making with Deliberation: Meta-reviewing as a Document-grounded Dialogue EACL 2026 Decoding Text Spans for Efficient and Accurate Named-Entity Recognition ACL 2026 Decomposition-Enhanced Training for Post-Hoc Attributions in Language Models EACL 2026 Deconstructing Instruction-Following: A New Benchmark for Granular Evaluation of Large Language Model Instruction Compliance Abilities EACL 2026 DeepFact: Co-Evolving Benchmarks and Agents for Deep Research Factuality ACL 2026 DeepPavlov Strikes Back: A Toolkit for Improving LLM Reliability and Trustworthiness EACL 2026 Deep-Reporter: Deep Research for Grounded Multimodal Long-Form Generation ACL 2026 Deep Research Arena: The First Exam of LLMs’ Research Abilities via Seminar-Grounded Tasks AAAI 2026 DeepSemantics at SemEval-2026 Task 9: Label-Wise Optimization with Adaptive Focal Loss for Polarization Manifestation Identification SemEval 2026 DeepSieve: Information Sieving via LLM-as-a-Knowledge-Router EACL 2026 Deep Supervised Contrastive Learning of Pitch Contours for Robust Pitch Accent Classification in Seoul Korean ACL 2026 DeepWriter: A Multi-Agent Collaboration Framework for Information-rich Ultra-long Book Writing AAAI 2026 DefGen-Bench: A Benchmark for Chinese Criminal Defence Opinion Generation in LegalAI ACL 2026 DeformAR: A Visual Analytics Framework for Evaluation of Arabic Named Entity Recognition EACL 2026 DeFuzzRAG: Handling Fuzzy Time Expressions for Temporal Robustness in Retrieval-Augmented Generation AAAI 2026 Degree Zero of Translation: Using Interlinear Baselines to Quantify Translator Intervention EACL 2026 Delayed Wh-Question Development in Children with Hearing Loss: Evidence for Morphosyntactic Vulnerability from Corpus-Based NLP and LLM Analyses EACL 2026 DELTA: A Toolkit for Measuring Linguistic Diversity in Dependency-Parsed Corpora EACL 2026 DeltaSHAP: a Shapley Value Framework for Interpreting Political Ambiguity SemEval 2026 DementiaBank-Emotion: A Multi-Rater Emotion Annotation Corpus for Alzheimer’s Disease Speech (Version 1.0) EACL 2026 Demystifying Mixed Outcomes of Self-Training: Pre-training Analyses on Non-Toy LLMs EACL 2026 DeReA: Improving Idiom Translation with Detect-Retrieve-Arbitrate Reasoning ACL 2026