biomedical named entity recognition

Where do LLMs currently stand on biomedical NER in both clean and noisy settings ? EACL 2026 AdaBioBERT: Adaptive Token Sequence Learning for Biomedical Named Entity Recognition ACL 2025 Effective Multi-Task Learning for Biomedical Named Entity Recognition ACL 2025 Enhancing NER by Harnessing Multiple Datasets with Conditional Variational Autoencoders ACL 2025 MedPath: Multi-Domain Cross-Vocabulary Hierarchical Paths for Biomedical Entity Linking IJCNLP 2025 OpenBioNER: Lightweight Open-Domain Biomedical Named Entity Recognition Through Entity Type Description NAACL 2025 Exploring Nested Named Entity Recognition with Large Language Models: Methods, Challenges, and Insights EMNLP 2024 ODD: A Benchmark Dataset for the Natural Language Processing Based Opioid Related Aberrant Behavior Detection NAACL 2024 Biomedical Named Entity Recognition via Dictionary-based Synonym Generalization EMNLP 2023 Interactive Span Recommendation for Biomedical Text ACL 2023 Using Bottleneck Adapters to Identify Cancer in Clinical Notes under Low-Resource Constraints ACL 2023 WeLT: Improving Biomedical Fine-tuned Pre-trained Language Models with Cost-sensitive Learning ACL 2023 A Comprehensive Evaluation of Biomedical Entity-centric Search EMNLP 2022 Assessing the Limits of Straightforward Models for Nested Named Entity Recognition in Spanish Clinical Narratives EMNLP 2022 BioLORD: Learning Ontological Representations from Definitions for Biomedical Concepts and their Textual Descriptions EMNLP 2022 Biomedical NER for the Enterprise with Distillated BERN2 and the Kazu Framework EMNLP 2022 Biomedical NER using Novel Schema and Distant Supervision ACL 2022 Hardness-guided domain adaptation to recognise biomedical named entities under low-resource scenarios EMNLP 2022 Improving Romanian BioNER Using a Biologically Inspired System ACL 2022 Medical Coding with Biomedical Transformer Ensembles and Zero/Few-shot Learning NAACL 2022 MedJEx: A Medical Jargon Extraction Model with Wiki’s Hyperlink Span and Contextualized Masked Language Model Score EMNLP 2022 PHEE: A Dataset for Pharmacovigilance Event Extraction from Text EMNLP 2022 RACAI@SMM4H’22: Tweets Disease Mention Detection Using a Neural Lateral Inhibitory Mechanism COLING 2022 RuCCoN: Clinical Concept Normalization in Russian ACL 2022 BERT might be Overkill: A Tiny but Effective Biomedical Entity Linker based on Residual Convolutional Neural Networks EMNLP 2021