| MedMentions: A Large Biomedical Corpus Annotated with UMLS Concepts | Feb 25, 2019 | Entity Linkingnamed-entity-recognition | CodeCode Available | 1 |
| BioBERT: a pre-trained biomedical language representation model for biomedical text mining | Jan 25, 2019 | Drug–drug Interaction ExtractionFew-Shot Learning | CodeCode Available | 1 |
| The Natural Language Decathlon: Multitask Learning as Question Answering | Jun 20, 2018 | DecoderDomain Adaptation | CodeCode Available | 1 |
| A Discourse-Level Named Entity Recognition and Relation Extraction Dataset for Chinese Literature Text | Nov 19, 2017 | Articlesnamed-entity-recognition | CodeCode Available | 1 |
| Deep Active Learning for Named Entity Recognition | Jul 19, 2017 | Active LearningDecoder | CodeCode Available | 1 |
| Semi-supervised Multitask Learning for Sequence Labeling | Apr 24, 2017 | ChunkingGrammatical Error Detection | CodeCode Available | 1 |
| A FOFE-based Local Detection Approach for Named Entity Recognition and Mention Detection | Nov 2, 2016 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| An Incremental Parser for Abstract Meaning Representation | Aug 22, 2016 | Abstract Meaning RepresentationAMR Parsing | CodeCode Available | 1 |
| EstNLTK - NLP Toolkit for Estonian | May 1, 2016 | Morphological Analysisnamed-entity-recognition | CodeCode Available | 1 |
| Neural Architectures for Named Entity Recognition | Mar 4, 2016 | Named Entity RecognitionNamed Entity Recognition (NER) | CodeCode Available | 1 |
