Natural Language Processing

When TableQA Meets Noise: A Dual Denoising Framework for Complex Questions and Large-scale Tables ACL 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 When Words Wear Masks: Detecting Malicious Intents and Hostile Impacts of Online Hate Speech EACL 2026 Where Culture Fades: Revealing the Cultural Gap in Text-to-Image Generation CVPR 2026 Where Do LLMs Compose Meaning? A Layerwise Analysis of Compositional Robustness EACL 2026 Where do LLMs currently stand on biomedical NER in both clean and noisy settings ? EACL 2026 Where the Cat Sat: A Multilingual Framework for Spatial Language Understanding ACL 2026 Which course? Discourse! Teaching Discourse and Generation in the Era of LLMs EACL 2026 Which Works Best for Vietnamese? A Practical Study of Information Retrieval Methods across Domains EACL 2026 Who Judges the Judge? Evaluating LLM-as-a-Judge for French Medical open-ended QA EACL 2026 Whom to Trust? Analyzing the Divergence Between User Satisfaction and LLM-as-a-Judge in E-Commerce RAG Systems EACL 2026 Who Plays Which Role? Protagonist Detection and Classification in Moral Discourse EACL 2026 Who Should I Trust? Explicit Confidence-Focused Multimodal Intent Recognition AAAI 2026 Who Wrote This Line? Evaluating the Detection of LLM-Generated Classical Chinese Poetry ACL 2026 Who You Are, What You Say: Intra- and Inter- Context Personality for Emotion Recognition in Conversation EACL 2026 Why Are We Lonely? Leveraging LLMs to Measure and Understand Loneliness in Caregivers and Non-caregivers EACL 2026 Why Do Emotions Change? Appraisal-Guided Reasoning for Emotion–Cause Triplet Extraction in Conversations ACL 2026 Why Do Open-Source LLMs Struggle with Data Analysis? A Systematic Empirical Study AAAI 2026 Why Large Language Models can Secretly Outperform Embedding Similarity in Information Retrieval ACL 2026 Why Mean Pooling Works: Quantifying Second-Order Collapse in Text Embeddings ACL 2026 Wikatoni: An Agentic AI System for Energy Engineering Workflows AAAI 2026 WikiFirst: A Genre-Fixed, Content-controlled Corpus for Evaluating Content Effects in Authorship Analysis EACL 2026 WikiLingDiv: a dataset for quantifying digital linguistic diversity using Wikipedia page views EACL 2026 WikiMAG: A Multi-Agent Guided Framework for Generating Structured Wikipedia-like Articles AAAI 2026