| Transfer Learning for Sequence Labeling Using Source Model and Target Data | Feb 14, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| A Smoother Way to Train Structured Prediction Models | Feb 8, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Massively Multilingual Transfer for NER | Feb 1, 2019 | Cross-Lingual TransferFew-Shot Learning | CodeCode Available | 0 |
| Tuning Multilingual Transformers for Named Entity Recognition on Slavic Languages | Jan 30, 2019 | Multilingual Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 0 |
| Revised JNLPBA Corpus: A Revised Version of Biomedical NER Corpus for Relation Extraction Task | Jan 29, 2019 | Event Extractionnamed-entity-recognition | —Unverified | 0 |
| BioBERT: a pre-trained biomedical language representation model for biomedical text mining | Jan 25, 2019 | Drug–drug Interaction ExtractionFew-Shot Learning | CodeCode Available | 1 |
| A Tweet Dataset Annotated for Named Entity Recognition and Stance Detection | Jan 15, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Named Entity Recognition in Electronic Health Records Using Transfer Learning Bootstrapped Neural Networks | Jan 6, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Inorganic Materials Synthesis Planning with Literature-Trained Neural Networks | Dec 31, 2018 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| A Survey on Deep Learning for Named Entity Recognition | Dec 22, 2018 | DecoderDeep Learning | CodeCode Available | 0 |
