| TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition | Apr 16, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| The Russian Drug Reaction Corpus and Neural Models for Drug Reactions and Effectiveness Detection in User Reviews | Apr 7, 2020 | General Classificationnamed-entity-recognition | CodeCode Available | 1 |
| A Dataset of German Legal Documents for Named Entity Recognition | Mar 29, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Beheshti-NER: Persian Named Entity Recognition Using BERT | Mar 19, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Stanza: A Python Natural Language Processing Toolkit for Many Human Languages | Mar 16, 2020 | Coreference ResolutionDependency Parsing | CodeCode Available | 1 |
| Parallel sequence tagging for concept recognition | Mar 16, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Improving Neural Named Entity Recognition with Gazetteers | Mar 6, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Med7: a transferable clinical natural language processing model for electronic health records | Mar 3, 2020 | Medical Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 1 |
| PhoBERT: Pre-trained language models for Vietnamese | Mar 2, 2020 | Dependency Parsingnamed-entity-recognition | CodeCode Available | 1 |
| AraBERT: Transformer-based Model for Arabic Language Understanding | Feb 28, 2020 | modelnamed-entity-recognition | CodeCode Available | 1 |
| Detecting Potential Topics In News Using BERT, CRF and Wikipedia | Feb 26, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| Deeper Task-Specificity Improves Joint Entity and Relation Extraction | Feb 15, 2020 | Joint Entity and Relation ExtractionMulti-Task Learning | CodeCode Available | 1 |
| Zero-Resource Cross-Domain Named Entity Recognition | Feb 14, 2020 | Cross-Domain Named Entity RecognitionDomain Adaptation | CodeCode Available | 1 |
| Parameter Space Factorization for Zero-Shot Learning across Tasks and Languages | Jan 30, 2020 | Cross-Lingual Transfernamed-entity-recognition | CodeCode Available | 1 |
| Data Mining in Clinical Trial Text: Transformers for Classification and Question Answering Tasks | Jan 30, 2020 | Entity Extraction using GANGeneral Classification | CodeCode Available | 1 |
| Contextualized Embeddings in Named-Entity Recognition: An Empirical Study on Generalization | Jan 22, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| FGN: Fusion Glyph Network for Chinese Named Entity Recognition | Jan 15, 2020 | Chinese Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 1 |
| Rethinking Generalization of Neural Models: A Named Entity Recognition Case Study | Jan 12, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| LTP: A New Active Learning Strategy for CRF-Based Named Entity Recognition | Jan 8, 2020 | Active Learningnamed-entity-recognition | CodeCode Available | 1 |
| Computationally Efficient NER Taggers with Combined Embeddings and Constrained Decoding | Jan 5, 2020 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| BERTje: A Dutch BERT Model | Dec 19, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| A Unified MRC Framework for Named Entity Recognition | Oct 25, 2019 | Chinese Named Entity RecognitionEntity Extraction using GAN | CodeCode Available | 1 |
| Entity, Relation, and Event Extraction with Contextualized Span Representations | Sep 8, 2019 | Event ExtractionJoint Entity and Relation Extraction | CodeCode Available | 1 |
| Introducing RONEC -- the Romanian Named Entity Corpus | Sep 3, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 1 |
| A Finnish News Corpus for Named Entity Recognition | Aug 12, 2019 | Articlesnamed-entity-recognition | CodeCode Available | 1 |
