Named Entity Recognition

Mind Your Steps in Biomedical Named Entity Recognition: First Extract, Tag Afterwards EACL 2026 MMUIE: Massive Multi-Domain Universal Information Extraction for Long Documents EACL 2026 NewsLensAI: NER-Guided Summarization for Mitigating Hallucination and Bias in LLM-Based News Summaries (Student Abstract) AAAI 2026 Orthographic Robustness of Persian Named Entity Recognition Models EACL 2026 PortOldBERT: Portuguese Historical Language Models EACL 2026 Re2-DocRED: Revisiting Revisited-DocRED for Joint Entity and Relation Extraction EACL 2026 Refining and Reusing Annotation Guidelines for LLM Annotation ACL 2026 Reviving Iterative Refinement in Diffusion-based NER with an Initializer-Restorer Approach ACL 2026 R-GDA: Reflective Guidance Data Augmentation with Multi-Agent Feedback for Domain-Specific Named Entity Recognition EACL 2026 SampurNER: Fine-Grained Named Entity Recognition Dataset for 22 Indian Languages AAAI 2026 SCoNE: a Self-Correcting and Noise-Augmented Method for Complex Biological and Chemical Named Entity Recognition EACL 2026 SindBERT, the Sailor: Charting the Seas of Turkish NLP EACL 2026 ToMMeR - Efficient Entity Mention Detection from Large Language Models ACL 2026 Toward Automatic Delegation Extraction in Japanese Law EACL 2026 UCSC NLP at SemEval-2026 Task 10: Boundary-Aware Span Extraction and RoBERTa Classification for Conspiracy Detection SemEval 2026 Unveiling the Unknown: Open-Set Entity Typing via Two-Stage Generation ACL 2026 Weakly Supervised Named Entity Recognition for Historical Texts EACL 2026 When Speed Meets Intelligence: Scalable Conversational NER in an Ever-evolving World EACL 2026 Where do LLMs currently stand on biomedical NER in both clean and noisy settings ? EACL 2026 Wugnectives: Novel Entity Inferences of Language Models from Discourse Connectives EACL 2026 1-800-SHARED-TASKS@NLU of Devanagari Script Languages 2025: Detection of Language, Hate Speech, and Targets using LLMs COLING 2025 ABDUL: A New Approach to Build Language Models for Dialects Using Formal Language Corpora Only NAACL 2025 A Benchmark and Robustness Study of In-Context-Learning with Large Language Models in Music Entity Detection COLING 2025 A Case Study of Cross-Lingual Zero-Shot Generalization for Classical Languages in LLMs ACL 2025 A Comparative Analysis of Word Segmentation, Part-of-Speech Tagging, and Named Entity Recognition for Historical Chinese Sources, 1900-1950 NAACL 2025