Named Entity Recognition

BIOPSY - Biomarkers In Oncology: Pipeline for Structured Yielding EMNLP 2025 Bridging the Gap: Efficient Cross-Lingual NER in Low-Resource Financial Domain COLING 2025 Bridging the Gap: Instruction-Tuned LLMs for Scientific Named Entity Recognition AACL 2025 Can LLMs Learn from Their Mistakes? Self-Correcting Instruction Tuning for Named Entity Recognition IJCNLP 2025 CHILL at SemEval-2025 Task 2: You Can’t Just Throw Entities and Hope—Make Your LLM to Get Them Right SemEval 2025 CLASSER: Cross-lingual Annotation Projection enhancement through Script Similarity for Fine-grained Named Entity Recognition IJCNLP 2025 ClimateIE: A Dataset for Climate Science Information Extraction ACL 2025 CoAM: Corpus of All-Type Multiword Expressions ACL 2025 Cognate and Contact-Induced Transfer Learning for Hamshentsnag: A Low-Resource and Endangered Language NAACL 2025 Cognitive Geographies of Catastrophe Narratives: Georeferenced Interview Transcriptions as Language Resource for Models of Forced Displacement COLING 2025 COGUMELO at SemEval-2025 Task 3: A Synthetic Approach to Detecting Hallucinations in Language Models based on Named Entity Recognition SemEval 2025 Construction of NER Model in Ancient Chinese: Solution of EvaHan 2025 Challenge NAACL 2025 Cost-Effective E-Commerce Catalog Translation at Scale Ensuring Named Entity Protection EMNLP 2025 CUET_SR34 at CQs-Gen 2025: Critical Question Generation via Few-Shot LLMs – Integrating NER and Argument Schemes ACL 2025 CUFE@VarDial 2025 NorSID: Multilingual BERT for Norwegian Dialect Identification and Intent Detection COLING 2025 Data-Constrained Synthesis of Training Data for De-Identification ACL 2025 DEMON at SemEval-2025 Task 10: Fine-tuning LLaMA-3 for Multilingual Entity Framing SemEval 2025 Detecting Legal Citations in United Kingdom Court Judgments EMNLP 2025 Does Synthetic Data Help Named Entity Recognition for Low-Resource Languages? IJCNLP 2025 DynamicNER: A Dynamic, Multilingual, and Fine-Grained Dataset for LLM-based Named Entity Recognition EMNLP 2025 Dynamic Prefix as Instructor for Incremental Named Entity Recognition: A Unified Seq2Seq Generation Framework ACL 2025 DynClean: Training Dynamics-based Label Cleaning for Distantly-Supervised Named Entity Recognition NAACL 2025 Effective Multi-Task Learning for Biomedical Named Entity Recognition ACL 2025 Efficient Nearest Neighbor based Uncertainty Estimation for Natural Language Processing Tasks NAACL 2025 Enhancing Antimicrobial Drug Resistance Classification by Integrating Sequence-Based and Text-Based Representations ACL 2025