Named Entity Recognition

Generative Annotation for ASR Named Entity Correction EMNLP 2025 GenWebNovel: A Genre-oriented Corpus of Entities in Chinese Web Novels COLING 2025 GermDetect: Verb Placement Error Detection Datasets for Learners of Germanic Languages ACL 2025 GIL-IIMAS UNAM at SemEval-2025 Task 3: MeSSI: A Multilmodule System to detect hallucinated Segments in trivia-like Inquiries. SemEval 2025 GLiNER2: Schema-Driven Multi-Task Learning for Structured Information Extraction EMNLP 2025 GPT-NER: Named Entity Recognition via Large Language Models NAACL 2025 GR-NLP-TOOLKIT: An Open-Source NLP Toolkit for Modern Greek COLING 2025 GRoWE: A GujiRoBERTa-Enhanced Approach to Ancient Chinese NER via Word-Word Relation Classification and Model Ensembling NAACL 2025 GuideNER: Annotation Guidelines Are Better than Examples for In-Context Named Entity Recognition AAAI 2025 GUIDEX: Guided Synthetic Data Generation for Zero-Shot Information Extraction ACL 2025 Handling Missing Entities in Zero-Shot Named Entity Recognition: Integrated Recall and Retrieval Augmentation NAACL 2025 Hate Explained: Evaluating NER-Enriched Text in Human and Machine Moderation of Hate Speech ACL 2025 HausaNLP at SemEval-2025 Task 2: Entity-Aware Fine-tuning vs. Prompt Engineering in Entity-Aware Machine Translation SemEval 2025 HausaNLP: Current Status, Challenges and Future Directions for Hausa Natural Language Processing ACL 2025 HebID: Detecting Social Identities in Hebrew-language Political Text EMNLP 2025 HiTZ at VarDial 2025 NorSID: Overcoming Data Scarcity with Language Transfer and Automatic Data Annotation COLING 2025 Howard University-AI4PC at SemEval-2025 Task 2: Improving Machine Translation With Context-Aware Entity-Only Pre-translations with GPT4o SemEval 2025 Improving Low-Resource Sequence Labeling with Knowledge Fusion and Contextual Label Explanations EMNLP 2025 Improving Named Entity Recognition for Low-Resource Languages Using Large Language Models: A Ukrainian Case Study ACL 2025 Improving Online Job Advertisement Analysis via Compositional Entity Extraction EMNLP 2025 In-Context Learning on a Budget: A Case Study in Token Classification NAACL 2025 INSIGHTBUDDY-AI: Medication Extraction and Entity Linking using Pre-Trained Language Models and Ensemble Learning NAACL 2025 JaCorpTrack: Corporate History Event Extraction for Tracking Organizational Changes EMNLP 2025 Konooz: Multi-domain Multi-dialect Corpus for Named Entity Recognition ACL 2025 Label-Perceptive Adversarial Domain Adaptation for Named Entity Recognition in Traditional Chinese Medicine: Dataset and Approach ACML 2025