| ViHealthBERT: Pre-trained Language Models for Vietnamese in Health Text Mining | Jun 1, 2022 | Language ModelingLanguage Modelling | CodeCode Available | 1 | 5 |
| An End-to-End Progressive Multi-Task Learning Framework for Medical Named Entity Recognition and Normalization | Aug 1, 2021 | Knowledge GraphsMedical Named Entity Recognition | CodeCode Available | 1 | 5 |
| Med7: a transferable clinical natural language processing model for electronic health records | Mar 3, 2020 | Medical Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 1 | 5 |
| BioBERT: a pre-trained biomedical language representation model for biomedical text mining | Jan 25, 2019 | Drug–drug Interaction ExtractionFew-Shot Learning | CodeCode Available | 1 | 5 |
| BioELECTRA:Pretrained Biomedical text Encoder using Discriminators | Jun 11, 2021 | ArticlesLanguage Modeling | CodeCode Available | 1 | 5 |
| ELECTRAMed: a new pre-trained language representation model for biomedical NLP | Apr 19, 2021 | Drug–drug Interaction ExtractionLanguage Modeling | CodeCode Available | 1 | 5 |
| SciBERT: A Pretrained Language Model for Scientific Text | Mar 26, 2019 | Citation Intent ClassificationDependency Parsing | CodeCode Available | 1 | 5 |
| Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets | Jun 13, 2019 | BenchmarkingDocument Classification | CodeCode Available | 1 | 5 |
| A Neural Multi-Task Learning Framework to Jointly Model Medical Named Entity Recognition and Normalization | Dec 14, 2018 | Medical Named Entity RecognitionMulti-Task Learning | CodeCode Available | 0 | 5 |
| MC-DRE: Multi-Aspect Cross Integration for Drug Event/Entity Extraction | Aug 12, 2023 | Event DetectionEvent Extraction | CodeCode Available | 0 | 5 |
| Embedding Transfer for Low-Resource Medical Named Entity Recognition: A Case Study on Patient Mobility | Jun 7, 2018 | Domain AdaptationMedical Named Entity Recognition | CodeCode Available | 0 | 5 |
| Few-shot Learning for Named Entity Recognition in Medical Text | Nov 13, 2018 | Few-Shot LearningMedical Named Entity Recognition | CodeCode Available | 0 | 5 |
| BioFLAIR: Pretrained Pooled Contextualized Embeddings for Biomedical Sequence Labeling Tasks | Aug 13, 2019 | Medical Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 0 | 5 |
| Biomedical Named Entity Recognition at Scale | Nov 12, 2020 | De-identificationEntity Resolution | CodeCode Available | 0 | 5 |
| Towards Building Automatic Medical Consultation System: Framework, Task and Dataset | Nov 16, 2021 | Dialogue Act ClassificationDialogue Understanding | —Unverified | 0 | 0 |
| FedNER: Privacy-preserving Medical Named Entity Recognition with Federated Learning | Mar 20, 2020 | Federated LearningMedical Named Entity Recognition | —Unverified | 0 | 0 |
| Biomedical NER using Novel Schema and Distant Supervision | May 1, 2022 | Medical Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 | 0 |
| Bootstrapping a Romanian Corpus for Medical Named Entity Recognition | Sep 1, 2017 | Medical Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 | 0 |
| Challenges in clinical natural language processing for automated disorder normalization | Jul 14, 2015 | Learning-To-RankMedical Named Entity Recognition | —Unverified | 0 | 0 |
| CRAFT Shared Tasks 2019 Overview --- Integrated Structure, Semantics, and Coreference | Nov 1, 2019 | Articlescoreference-resolution | —Unverified | 0 | 0 |
| Enhancing Medical Named Entity Recognition with Features Derived from Unsupervised Methods | Apr 1, 2014 | Domain AdaptationMedical Named Entity Recognition | —Unverified | 0 | 0 |
| Accurate Medical Named Entity Recognition Through Specialized NLP Models | Dec 11, 2024 | Disease PredictionMedical Named Entity Recognition | —Unverified | 0 | 0 |
| Korean Bio-Medical Corpus (KBMC) for Medical Named Entity Recognition | Mar 24, 2024 | Medical Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 | 0 |
| Label-aware Double Transfer Learning for Cross-Specialty Medical Named Entity Recognition | Apr 24, 2018 | Medical Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 | 0 |
| Modelling Radiological Language with Bidirectional Long Short-Term Memory Networks | Sep 27, 2016 | Medical Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 | 0 |
| MRC-based Medical NER with Multi-task Learning and Multi-strategies | Oct 1, 2022 | Boundary DetectionDecoder | —Unverified | 0 | 0 |
| MRC-based Nested Medical NER with Co-prediction and Adaptive Pre-training | Mar 23, 2024 | Knowledge GraphsMachine Reading Comprehension | —Unverified | 0 | 0 |
| Nested Named Entity Recognition from Medical Texts: An Adaptive Shared Network Architecture with Attentive CRF | Nov 9, 2022 | Medical Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 | 0 |
| SINA-BERT: A Pre-Trained Language Model for Analysis of Medical Texts in Persian | May 16, 2021 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
