Understanding

Named Entity Recognition in Context: Edit_Dunhuang team Technical Report for Evahan2025 NER Competition NAACL 2025 NameTag 3: A Tool and a Service for Multilingual/Multitagset NER ACL 2025 NarrativeNexus at SemEval-2025 Task 10: Entity Framing and Narrative Extraction using BART SemEval 2025 Natural Language Reasoning in Large Language Models: Analysis and Evaluation ACL 2025 Natural Language Understanding of Devanagari Script Languages: Language Identification, Hate Speech and its Target Detection COLING 2025 NCRE: A Benchmark for Document-level Nominal Compound Relation Extraction COLING 2025 NegVQA: Can Vision Language Models Understand Negation? ACL 2025 NER Retriever: Zero-Shot Named Entity Retrieval with Type-Aware Embeddings EMNLP 2025 Nested Named Entity Recognition as Single-Pass Sequence Labeling EMNLP 2025 Neural Models for Lemmatization and POS-Tagging of Earlier and Late Egyptian (Supporting Hieroglyphic Input) and Demotic NAACL 2025 Neural Morphological Tagging for Nguni Languages ACL 2025 Neural Topic Modeling with Large Language Models in the Loop ACL 2025 Neuro-Symbolic Natural Language Processing EMNLP 2025 Neuro-Symbolic Query Compiler ACL 2025 Neuro-symbolic Training for Reasoning over Spatial Language NAACL 2025 Neutralizing Bias in LLM Reasoning using Entailment Graphs ACL 2025 NLI under the Microscope: What Atomic Hypothesis Decomposition Reveals NAACL 2025 No Questions are Stupid, but some are Poorly Posed: Understanding Poorly-Posed Information-Seeking Questions ACL 2025 Not Every Metric is Equal: Cognitive Models for Predicting N400 and P600 Components During Reading Comprehension COLING 2025 NotMyNarrative at SemEval-2025 Task 10: Do Narrative Features Share Across Languages in Multilingual Encoder Models? SemEval 2025 Not quite Sherlock Holmes: Language model predictions do not reliably differentiate impossible from improbable events ACL 2025 NovelCR: A Large-Scale Bilingual Dataset Tailored for Long-Span Coreference Resolution ACL 2025 Nunchi-Bench: Benchmarking Language Models on Cultural Reasoning with a Focus on Korean Superstition ACL 2025 o-MEGA: Optimized Methods for Explanation Generation and Analysis EMNLP 2025 On choosing the vehicles of metaphors without a body: evidence from Large Language Models ACL 2025