Natural Language Processing

Think Just Enough: Leveraging Self-Assessed Confidence for Adaptive Reasoning in Language Models EACL 2026 Think Natively: Unlocking Multilingual Reasoning with Consistency-Enhanced Reinforcement Learning ACL 2026 ThinkNote: Enhancing Knowledge Integration and Utilization of Large Language Models via Constructivist Cognition Modeling EACL 2026 ThinkStruct: RST-Aware Attention for Logical Reasoning in Machine Reading Comprehension CoNLL 2026 Think Then Rewrite: Reasoning Enhanced Query Rewriting for Domain Specific Retrieval AAAI 2026 ThinkVision at SemEval-2026 Task 6: A Transformer-Based Ensemble System for Clarity Detection SemEval 2026 THOR: A Theta-Gamma Hierarchical Oscillatory Reasoning Framework for Multi-hop QA ACL 2026 ThreadSumm: Summarization of Nested Discourse Threads Using Tree of Thoughts ACL 2026 Threshold-Calibrated Word Sense Disambiguation: Semantic Broadening Without Sense Redistribution in Schizophrenia EACL 2026 Through the Looking Glass of Multilingual AI: Contrasting Language- and Name Script-Dependent Ethnic Hierarchies in GPT and DeepSeek ACL 2026 Thunder-NUBench: A Benchmark for LLMs’ Sentence-Level Negation Understanding EACL 2026 tiberiucarp at MWE-2026 AdMIRe 2: GLIMMER-Gloss-based Image Multiword Meaning Expression Ranker EACL 2026 TiCLS: Tightly Coupled Language Text Spotter WACV 2026 Tifin India at SemEval-2026 Task 5: Semantic Bridge: Augmented Encoding for Word Sense Plausibility SemEval 2026 TimeRes: A Turkish Benchmark For Evaluating Temporal Understanding of Large Language Models EACL 2026 TIM: Temporal Decoupling with Iterative Mutual-Refinement Model for Longitudinal Radiology Report Generation CVPR 2026 TingIS: Real-time Risk Event Discovery from Noisy Customer Incidents at Enterprise Scale ACL 2026 TIPA: Typologically Informed Parameter Aggregation EACL 2026 TLPO: Token-Level Policy Optimization for Mitigating Language Confusion in Large Language Models ACL 2026 TO-GATE: Clarifying Questions and Summarizing Responses with Trajectory Optimization for Eliciting Human Preference AAAI 2026 To Judge or Not to Judge: Can Large Language Models Leverage the Dispute Focus in Legal Judgment? ACL 2026 TokCollate: A Comprehensive Tool for Tokenizer Evaluation and Visualization across Languages ACL 2026 Token-Context Attention for NLI: An Alternative to Self-Attention AAAI 2026 Tokenization and Morphological Fidelity in Uralic NLP: A Cross-Lingual Evaluation EACL 2026 Tokenization Cost, Retention, and Orthography Robustness for Ladin and Italian Varieties EACL 2026