Named Entity Recognition

Multi-Strategy Named Entity Recognition System for Ancient Chinese NAACL 2025 Multi-Task Pre-Finetuning of Lightweight Transformer Encoders for Text Classification and NER EMNLP 2025 Multi-token Mask-filling and Implicit Discourse Relations EMNLP 2025 NakbaTR: A Turkish NER Dataset for Nakba Narratives COLING 2025 Named Entity Recognition for the Irish Language NAACL 2025 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 NER Retriever: Zero-Shot Named Entity Retrieval with Type-Aware Embeddings EMNLP 2025 Nested Named Entity Recognition as Single-Pass Sequence Labeling EMNLP 2025 OpenBioNER: Lightweight Open-Domain Biomedical Named Entity Recognition Through Entity Type Description NAACL 2025 OpenNER 1.0: Standardized Open-Access Named Entity Recognition Datasets in 50+ Languages EMNLP 2025 Overcoming Data Scarcity in Named Entity Recognition: Synthetic Data Generation with Large Language Models ACL 2025 Overview of EvaHan2025: The First International Evaluation on Ancient Chinese Named Entity Recognition NAACL 2025 PetEVAL: A veterinary free text electronic health records benchmark ACL 2025 PICLe: Pseudo-annotations for In-Context Learning in Low-Resource Named Entity Detection NAACL 2025 PIIvot: A Lightweight NLP Anonymization Framework for Question-Anchored Tutoring Dialogues EMNLP 2025 Plutus: Benchmarking Large Language Models in Low-Resource Greek Finance EMNLP 2025 PolyMinder: A Support System for Entity Annotation and Relation Extraction in Polymer Science Documents COLING 2025 Prompting the Past: Exploring Zero-Shot Learning for Named Entity Recognition in Historical Texts Using Prompt-Answering LLMs NAACL 2025 Proper Noun Diacritization for Arabic Wikipedia: A Benchmark Dataset ACL 2025 Prototypical Replay with Old-class Focusing Knowledge Distillation for Incremental Named Entity Recognition AAAI 2025 Random Splitting Negatively Impacts NER Evaluation: Quantifying and Eliminating the Overestimation of NER Performance ACL 2025 Ranking and Selection of Bias Words for Contextual Bias Speech Recognition Interspeech 2025 Realistic Training Data Generation and Rule Enhanced Decoding in LLM for NameGuess EMNLP 2025