Named Entity Recognition

AdaBioBERT: Adaptive Token Sequence Learning for Biomedical Named Entity Recognition ACL 2025 Add Noise, Tasks, or Layers? MaiNLP at the VarDial 2025 Shared Task on Norwegian Dialectal Slot and Intent Detection COLING 2025 AdminSet and AdminBERT: a Dataset and a Pre-trained Language Model to Explore the Unstructured Maze of French Administrative Documents COLING 2025 Advacheck at SemEval-2025 Task 3: Combining NER and RAG to Spot Hallucinations in LLM Answers SemEval 2025 Adversity-aware Few-shot Named Entity Recognition via Augmentation Learning AAAI 2025 A Framework for Flexible Extraction of Clinical Event Contextual Properties from Electronic Health Records ACL 2025 AHVE-CNER: Aligned Hanzi Visual Encoding Enhance Chinese Named Entity Recognition with Multi-Information COLING 2025 AlexUNLP-NB at SemEval-2025 Task 1: A Pipeline for Idiom Disambiguation and Visual Representation SemEval 2025 ALLabel: Three-stage Active Learning for LLM-based Entity Recognition using Demonstration Retrieval EMNLP 2025 All Entities are Not Created Equal: Examining the Long Tail for Ultra-Fine Entity Typing EMNLP 2025 A Low-Shot Prompting Approach to Lemmatization in the EvaCun 2025 Shared Task NAACL 2025 AMWAL: Named Entity Recognition for Arabic Financial News COLING 2025 An Effective Incorporating Heterogeneous Knowledge Curriculum Learning for Sequence Labeling ACL 2025 An evaluation of Named Entity Recognition tools for detecting person names in philosophical text NAACL 2025 Applying the Character-Role Narrative Framework with LLMs to Investigate Environmental Narratives in Scientific Editorials and Tweets ACL 2025 Automating Annotation Guideline Improvements using LLMs: A Case Study COLING 2025 Automating Violence Detection and Categorization from Ancient Texts NAACL 2025 BANER: Boundary-Aware LLMs for Few-Shot Named Entity Recognition COLING 2025 BanNERD: A Benchmark Dataset and Context-Driven Approach for Bangla Named Entity Recognition NAACL 2025 BBPOS: BERT-based Part-of-Speech Tagging for Uzbek COLING 2025 Benchmarking zero-shot biomedical relation triplet extraction across language model architectures ACL 2025 Beyond Base Predictors: Using LLMs to Resolve Ambiguities in Akkadian Lemmatization NAACL 2025 Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity Recognition COLING 2025 Beyond statistical significance: Quantifying uncertainty and statistical variability in multilingual and multitask NLP evaluation IJCNLP 2025 BhashaSetu: Cross-Lingual Knowledge Transfer from High-Resource to Extreme Low-Resource Languages IJCNLP 2025