Natural Language Processing

What Makes a Good Speech Tokenizer for LLM-Centric Speech Generation? A Systematic Study AAAI 2026 What Makes an Ideal Quote? Recommending “Unexpected yet Rational” Quotations via Novelty ACL 2026 What Matters to an LLM? Behavioral and Computational Evidences from Summarization EACL 2026 What NLP Gets Wrong About Contact: Implications for Field Linguistic Evidence EACL 2026 What’s Left Unsaid? Detecting and Correcting Misleading Omissions in Multimodal News Previews ACL 2026 What's Wrong with Synthetic Data for Scene Text Recognition? A Strong Synthetic Engine with Diverse Simulations and Self-Evolution CVPR 2026 What the Router Sees Matters: Funnel Pooling for Fast, Content Driven Expert Routing EACL 2026 What to Ask Next? Probing the Imaginative Reasoning of LLMs with TurtleSoup Puzzles AAAI 2026 When Benchmarks Age: Temporal Misalignment through Large Language Model Factuality Evaluation EACL 2026 When Bigger Isn’t Better: A Comprehensive Fairness Evaluation of Political Bias in Multi-News Summarisation ACL 2026 When Can We Trust LLMs in Mental Health? Large-Scale Benchmarks for Reliable LLM Evaluation EACL 2026 When Does Language Matter? Multilingual Instructions Reveal Step-wise Language Sensitivity in Vision-Language-Action Models ACL 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 Meanings Meet: Investigating the Emergence and Quality of Shared Concept Spaces during Multilingual Language Model Training EACL 2026 When Misinformation Speaks and Converses: Rethinking Fact-Checking in Audio Platforms ACL 2026 When Morphology Hides in Plain Sight: Breaking the Isolation in Vietnamese and Beyond ACL 2026 When Multilingual Evaluation Assumptions Fail: Tokenization Effects Across Scripts EACL 2026 When Personalization Tricks Detectors: The Feature-Inversion Trap in Machine-Generated Text Detection ACL 2026 When Smiley Turns Hostile: Interpreting How Emojis Trigger LLMs’ Toxicity AAAI 2026 When Speed Meets Intelligence: Scalable Conversational NER in an Ever-evolving World EACL 2026