Understanding

Semantic Geometry of Sentence Embeddings EMNLP 2025 Semantic Inversion, Identical Replies: Revisiting Negation Blindness in Large Language Models EMNLP 2025 Semantic Masking in a Needle-in-a-haystack Test for Evaluating Large Language Model Long-Text Capabilities COLING 2025 Semantic Role Labeling of NomBank Partitives COLING 2025 SemEval 2025 Task 10: Multilingual Characterization and Extraction of Narratives from Online News SemEval 2025 SemEval-2025 Task 1: AdMIRe - Advancing Multimodal Idiomaticity Representation SemEval 2025 SemEval-2025 Task 2: Entity-Aware Machine Translation SemEval 2025 Semitic Root Encoding: Tokenization Based on the Templatic Morphology of Semitic Languages in NMT EMNLP 2025 SenWiCh: Sense-Annotation of Low-Resource Languages for WiC using Hybrid Methods ACL 2025 SeqTNS: Sequential Tolerance-based Classifier for Identification of Rhetorical Roles in Indian Legal Documents IJCNLP 2025 SeriesBench: A Benchmark for Narrative-Driven Drama Series Understanding CVPR 2025 Shared Heritage, Distinct Writing: Rethinking Resource Selection for East Asian Historical Documents IJCNLP 2025 silp_nlp at SemEval-2025 Task 2: An Effect of Entity Awareness in Machine Translation Using LLM SemEval 2025 Similarity over Factuality: Are we Making Progress on Multimodal Out-of-Context Misinformation Detection? WACV 2025 Simple Named Entity Recognition (NER) System with RoBERTa for Ancient Chinese NAACL 2025 SLENDER: Structured Outputs for SLM-based NER in Low-Resource Englishes ACL 2025 SMAFIRA Shared Task at the BioNLP’2025 Workshop: Assessing the Similarity of the Research Goal ACL 2025 Small Language Model Makes an Effective Long Text Extractor AAAI 2025 Sneaking Syntax into Transformer Language Models with Tree Regularization NAACL 2025 SOCIAL SCAFFOLDS: A Generalization Framework for Social Understanding Tasks EMNLP 2025 SOMD2025: A Challenging Shared Tasks for Software Related Information Extraction ACL 2025 SOMD 2025: Fine-tuning ModernBERT for In- and Out-of-Distribution NER and Relation Extraction of Software Mentions in Scientific Texts ACL 2025 SPACER: A Parallel Dataset of Speech Production And Comprehension of Error Repairs NAACL 2025 Span-based Semantic Role Labeling as Lexicalized Constituency Tree Parsing ACL 2025 Span Labeling with Large Language Models: Shell vs. Meat ACL 2025