Natural Language Processing

Intermediate N-Gramming: Deterministic and Fast N-Grams for Large N and Large Datasets AAAI 2026 Interpretability of LLM Classifiers via the Rational Inattention Theory with Application to Hate Speech Detection ACL 2026 Interpretable Coreference Resolution Evaluation Using Explicit Semantics ACL 2026 Interpretable Reward Model via Sparse Autoencoder AAAI 2026 Interpreting Fedspeak with Confidence: A LLM-Based Uncertainty-Aware Framework Guided by Monetary Policy Transmission Paths AAAI 2026 Interpreto: An Explainability Library for Transformers ACL 2026 In-Token Rationality Optimization: Towards Accurate and Concise LLM Reasoning via Self-Feedback AAAI 2026 Introducing Visual Scenes and Reasoning: A More Realistic Benchmark for Spoken Language Understanding AAAI 2026 Intuitive Thinking: Expanding Large Language Models’ Thinking for Rapid Decision-Making on Candidate Corrections in Chinese Grammar Error Correction AAAI 2026 Investigating Language and Retrieval Bias in Multilingual Previously Fact-Checked Claim Detection EACL 2026 Investigating the Representation of Backchannels and Fillers in Fine-tuned Language Models ACL 2026 Investigating Vaccine Buyer’s Remorse: Post-Vaccination Decision Regret in COVID-19 Social Media Using Politically Diverse Human Annotation AAAI 2026 Invisible Speakers? Gender Disparity in German AI Discourse and Its Reflection in Language Models EACL 2026 IPFormer: Instance Prompt-guided Transformer for Multi-modal Multi-shot Video Understanding AAAI 2026 IPN at MWE-2026 PARSEME 2.0 Subtask 1: MWE Identification via Related Languages and Harnessing Thinking Mode EACL 2026 IReL_IIT(BHU) at SemEval-2026 Task 9: Detecting Multilingual, Multicultural and Multievent Online Polarization SemEval 2026 IRIS: Interleaved Reinforcement with Incremental Staged Curriculum for Cross-Lingual Mathematical Reasoning ACL 2026 IROTE: Human-like Traits Elicitation of Large Language Model via In-Context Self-Reflective Optimization AAAI 2026 IRPO: Implicit Policy Regularized Preference Optimization EACL 2026 Is a Document Educational or Just Wikipedia-Style? — Pitfalls of Classifier-Based Quality Filtering ACL 2026 “I See What You Did There”: Can Large Vision-Language Models Understand Multimodal Puns? ACL 2026 Is He Extroverted? Identifying Missing Relevant Personas for Faithful User Simulation EACL 2026 Is Human-Like Text Liked by Humans? Multilingual Human Detection and Preference Against AI ACL 2026 Is Information Density Uniform when Utterances are Grounded on Perception and Discourse? EACL 2026 Is Micro Domain-Adaptive Pre-Training Effective for Real-World Operations? Multi-Step Evaluation Reveals Potential and Bottlenecks EACL 2026