| Augmenting Named Entity Recognition with Commonsense Knowledge | Aug 1, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| The Second Cross-Lingual Challenge on Recognition, Normalization, Classification, and Linking of Named Entities across Slavic Languages | Aug 1, 2019 | Cross-Lingual Entity LinkingEntity Linking | —Unverified | 0 |
| Learning Multilingual Meta-Embeddings for Code-Switching Named Entity Recognition | Aug 1, 2019 | Language IdentificationMME | —Unverified | 0 |
| A New Annotation Scheme for the Sejong Part-of-speech Tagged Corpus | Aug 1, 2019 | Morphological Analysisnamed-entity-recognition | CodeCode Available | 0 |
| Extracting Kinship from Obituary to Enhance Electronic Health Records for Genetic Research | Aug 1, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| LINSPECTOR WEB: A Multilingual Probing Suite for Word Representations | Jul 26, 2019 | Dependency Parsingnamed-entity-recognition | CodeCode Available | 0 |
| Joint Learning of Named Entity Recognition and Entity Linking | Jul 18, 2019 | Entity LinkingMulti-Task Learning | —Unverified | 0 |
| Jointly Extracting Multiple Triplets with Multilayer Translation Constraints | Jul 17, 2019 | Knowledge Base Constructionnamed-entity-recognition | —Unverified | 0 |
| MedCATTrainer: A Biomedical Free Text Annotation Interface with Active Learning and Research Use Case Specific Customisation | Jul 16, 2019 | Active Learningnamed-entity-recognition | —Unverified | 0 |
| GRN: Gated Relation Network to Enhance Convolutional Neural Network for Named Entity Recognition | Jul 12, 2019 | Computational EfficiencyGPU | CodeCode Available | 0 |
| Improving Chemical Named Entity Recognition in Patents with Contextualized Word Embeddings | Jul 5, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Curriculum d'apprentissage : reconnaissance d'entit\'es nomm\'ees pour l'extraction de concepts s\'emantiques (Curriculum learning : named entity recognition for semantic concept extraction) | Jul 1, 2019 | es-ennamed-entity-recognition | —Unverified | 0 |
| Un corpus libre, \'evolutif et versionn\'e en entit\'es nomm\'ees du Fran (A free, evolving and versioned french named entity recognition corpus) | Jul 1, 2019 | Articlesnamed-entity-recognition | —Unverified | 0 |
| Corpus Creation and Analysis for Named Entity Recognition in Telugu-English Code-Mixed Social Media Data | Jul 1, 2019 | Entity Extraction using GANnamed-entity-recognition | —Unverified | 0 |
| Dual Adversarial Neural Transfer for Low-Resource Named Entity Recognition | Jul 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Learning How to Active Learn by Dreaming | Jul 1, 2019 | Active Learningnamed-entity-recognition | CodeCode Available | 0 |
| Cross-Domain NER using Cross-Domain Language Modeling | Jul 1, 2019 | Cross-Domain Named Entity RecognitionDomain Adaptation | CodeCode Available | 0 |
| AlpacaTag: An Active Learning-based Crowd Annotation Framework for Sequence Tagging | Jul 1, 2019 | Active Learningnamed-entity-recognition | —Unverified | 0 |
| Robust to Noise Models in Natural Language Processing Tasks | Jul 1, 2019 | Aspect Extractionnamed-entity-recognition | CodeCode Available | 0 |
| A Prism Module for Semantic Disentanglement in Name Entity Recognition | Jul 1, 2019 | Disentanglementnamed-entity-recognition | CodeCode Available | 0 |
| Deep Neural Model Inspection and Comparison via Functional Neuron Pathways | Jul 1, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| A Semi-Markov Structured Support Vector Machine Model for High-Precision Named Entity Recognition | Jul 1, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Towards Improving Neural Named Entity Recognition with Gazetteers | Jul 1, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| A Neural Multi-digraph Model for Chinese NER with Gazetteers | Jul 1, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Merge and Label: A novel neural network architecture for nested NER | Jun 30, 2019 | Entity Embeddingsnamed-entity-recognition | CodeCode Available | 0 |
