Understanding

Tokenization and Morphological Fidelity in Uralic NLP: A Cross-Lingual Evaluation EACL 2026 ToMMeR - Efficient Entity Mention Detection from Large Language Models ACL 2026 Toward Automatic Delegation Extraction in Japanese Law EACL 2026 TRACE: A Corpus of Team Creative Discussions ACL 2026 Training in Step-by-Step Formal Reasoning Improves Pronominal Reasoning in Language Models EACL 2026 Tug-of-war between idioms’ figurative and literal interpretations in LLMs EACL 2026 Typology-Aware Multilingual Morphosyntactic Parsing with Joint Abstract Node Modeling ACL 2026 UCSC NLP at SemEval-2026 Task 10: Boundary-Aware Span Extraction and RoBERTa Classification for Conspiracy Detection SemEval 2026 Ukrainian Multiword Expressions Corpus: Creation, Annotation, and Linguistic Analysis EACL 2026 Uncovering Temporal Framing in the News ACL 2026 Under-resourced studies of under-resourced languages: lemmatization and POS-tagging with LLM annotators for historical Armenian, Georgian, Greek and Syriac EACL 2026 Understanding or Memorizing? A Case Study of German Definite Articles in Language Models ACL 2026 Unmasking the Factual-Conceptual Gap in Persian Language Models EACL 2026 Unveiling the Unknown: Open-Set Entity Typing via Two-Stage Generation ACL 2026 Using BERT to Explore Lexical Semantic Change of Prepositions EACL 2026 UTD-HLTRI at SemEval 2026 Task 4: Reasoning like an Expert for Inferring Narrative Similarity SemEval 2026 UWB at SemEval-2026 Task 5: Synsets and their contexts SemEval 2026 VerbaNexAI at SemEval-2026 Task 4: Two-Stage Narrative Similarity via Fine-Tuned Bi-Encoder with MLP Ensemble SemEval 2026 Weakly Supervised Named Entity Recognition for Historical Texts EACL 2026 "We Are (Language) Family”: Adapting Transformer models to related minority languages with linguistic data EACL 2026 What does Surprisal have to do with Information Status? EACL 2026 What Exactly do Children Receive in Language Acquisition? A Case Study on CHILDES with Automated Detection of Filler-Gap Dependencies CoNLL 2026 When Morphology Hides in Plain Sight: Breaking the Isolation in Vietnamese and Beyond 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