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Papers (including subtopics)

What's Wrong with Synthetic Data for Scene Text Recognition? A Strong Synthetic Engine with Diverse Simulations and Self-Evolution CVPR 2026 When Benchmarks Age: Temporal Misalignment through Large Language Model Factuality Evaluation EACL 2026 When Can We Trust LLMs in Mental Health? Large-Scale Benchmarks for Reliable LLM Evaluation EACL 2026 When Does Mixing Help? Analyzing Query Embedding Interpolation in Multilingual Dense Retrieval ACL 2026 When Flores Bloomz Wrong: Cross-Direction Contamination in Machine Translation Evaluation EACL 2026 When Good OCR Is Not Enough: Benchmarking OCR Robustness for Retrieval-Augmented Generation ACL 2026 When High Accuracy Hides Poor Calibration: Rethinking Confidence Evaluation in Transformer-Based Text Classification with Balanced Brier Score ACL 2026 When in Doubt, Consult: Expert Debate for Sexism Detection via Confidence-Based Routing ACL 2026 When LLMs Annotate: Reliability Challenges in Low-Resource NLI EACL 2026 When Misinformation Speaks and Converses: Rethinking Fact-Checking in Audio Platforms ACL 2026 When Personalization Tricks Detectors: The Feature-Inversion Trap in Machine-Generated Text Detection ACL 2026 When TableQA Meets Noise: A Dual Denoising Framework for Complex Questions and Large-scale Tables ACL 2026 When Words Wear Masks: Detecting Malicious Intents and Hostile Impacts of Online Hate Speech 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 Large Language Models can Secretly Outperform Embedding Similarity in Information Retrieval 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