Understanding

Where Do LLMs Compose Meaning? A Layerwise Analysis of Compositional Robustness EACL 2026 Where do LLMs currently stand on biomedical NER in both clean and noisy settings ? EACL 2026 Where the Cat Sat: A Multilingual Framework for Spatial Language Understanding ACL 2026 Which course? Discourse! Teaching Discourse and Generation in the Era of LLMs EACL 2026 Word Surprisal Correlates with Sentential Contradiction in LLMs EACL 2026 Wugnectives: Novel Entity Inferences of Language Models from Discourse Connectives EACL 2026 Yam at SemEval-2026 Task 4: Failure-Driven Prompt Evolution for Narrative Comparison SemEval 2026 YNU-HPCC at SemEval-2026 Task 4: Narrative Similarity via Multi-Perspective E5-Mistral and Embedding Routing SemEval 2026 YNU-HPCC at SemEval-2026 Task 5: Rating Plausibility of Word Senses in Ambiguous Stories through Narrative Understanding SemEval 2026 1-800-SHARED-TASKS@NLU of Devanagari Script Languages 2025: Detection of Language, Hate Speech, and Targets using LLMs COLING 2025 ABDUL: A New Approach to Build Language Models for Dialects Using Formal Language Corpora Only NAACL 2025 A Benchmark and Robustness Study of In-Context-Learning with Large Language Models in Music Entity Detection COLING 2025 A Benchmark for Hindi Verb-Argument Structure Alternations EMNLP 2025 A Case Study of Cross-Lingual Zero-Shot Generalization for Classical Languages in LLMs ACL 2025 Accent Placement Models for Rigvedic Sanskrit Text AACL 2025 A Chain-of-Task Framework for Instruction Tuning of LLMs Based on Chinese Grammatical Error Correction COLING 2025 A Classifier of Word-Level Variants in Witnesses of Biblical Hebrew Manuscripts ACL 2025 A Comparative Analysis of Word Segmentation, Part-of-Speech Tagging, and Named Entity Recognition for Historical Chinese Sources, 1900-1950 NAACL 2025 A Comparative Study of Static and Contextual Embeddings for Analyzing Semantic Changes in Medieval Latin Charters COLING 2025 A Comprehensive Taxonomy of Negation for NLP and Neural Retrievers EMNLP 2025 A Continuous Approach to Metaphorically Motivated Regular Polysemy in Language Models CoNLL 2025 A Couch Potato is not a Potato on a Couch: Prompting Strategies, Image Generation, and Compositionality Prediction for Noun Compounds ACL 2025 AdaBioBERT: Adaptive Token Sequence Learning for Biomedical Named Entity Recognition ACL 2025 Adapting Psycholinguistic Research for LLMs: Gender-inclusive Language in a Coreference Context ACL 2025 A Data-driven Investigation of Euphemistic Language: Comparing the usage of “slave” and “servant” in 19th century US newspapers NAACL 2025