| Building a Massive Corpus for Named Entity Recognition using Free Open Data Sources | Aug 13, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| BioFLAIR: Pretrained Pooled Contextualized Embeddings for Biomedical Sequence Labeling Tasks | Aug 13, 2019 | Medical Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 0 |
| Generating Information Extraction Patterns from Overlapping and Variable Length Annotations using Sequence Alignment | Aug 9, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| DELTA: A DEep learning based Language Technology plAtform | Aug 2, 2019 | Abstractive Text SummarizationDeep Learning | CodeCode Available | 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 |
| TLR at BSNLP2019: A Multilingual Named Entity Recognition System | Aug 1, 2019 | Multilingual Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| LasigeBioTM at MEDIQA 2019: Biomedical Question Answering using Bidirectional Transformers and Named Entity Recognition | Aug 1, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Contributions to Clinical Named Entity Recognition in Portuguese | Aug 1, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Arabic Named Entity Recognition: What Works and What's Next | Aug 1, 2019 | Ensemble LearningFeature Engineering | —Unverified | 0 |
| BSNLP2019 Shared Task Submission: Multisource Neural NER Transfer | Aug 1, 2019 | Multilingual Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| The Swedish PoliGraph: A Semantic Graph for Argument Mining of Swedish Parliamentary Data | Aug 1, 2019 | Argument MiningEntity Resolution | —Unverified | 0 |
| Augmenting Named Entity Recognition with Commonsense Knowledge | Aug 1, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Tuning Multilingual Transformers for Language-Specific Named Entity Recognition | Aug 1, 2019 | Multilingual Named Entity Recognitionnamed-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 |
| JRC TMA-CC: Slavic Named Entity Recognition and Linking. Participation in the BSNLP-2019 shared task | Aug 1, 2019 | named-entity-recognitionNamed Entity Recognition | —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 |
| KFU NLP Team at SMM4H 2019 Tasks: Want to Extract Adverse Drugs Reactions from Tweets? BERT to The Rescue | 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 |
| Cross-Domain NER using Cross-Domain Language Modeling | Jul 1, 2019 | Cross-Domain Named Entity RecognitionDomain Adaptation | CodeCode Available | 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 |
| Learning How to Active Learn by Dreaming | Jul 1, 2019 | Active Learningnamed-entity-recognition | CodeCode Available | 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 |
| Robust to Noise Models in Natural Language Processing Tasks | Jul 1, 2019 | Aspect Extractionnamed-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 |
| A Neural Multi-digraph Model for Chinese NER with Gazetteers | Jul 1, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| A Prism Module for Semantic Disentanglement in Name Entity Recognition | Jul 1, 2019 | Disentanglementnamed-entity-recognition | CodeCode Available | 0 |
| AlpacaTag: An Active Learning-based Crowd Annotation Framework for Sequence Tagging | Jul 1, 2019 | Active Learningnamed-entity-recognition | —Unverified | 0 |
| Deep Neural Model Inspection and Comparison via Functional Neuron Pathways | Jul 1, 2019 | named-entity-recognitionNamed 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 |
| Towards Improving Neural Named Entity Recognition with Gazetteers | Jul 1, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Dual Adversarial Neural Transfer for Low-Resource Named Entity Recognition | Jul 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Merge and Label: A novel neural network architecture for nested NER | Jun 30, 2019 | Entity Embeddingsnamed-entity-recognition | CodeCode Available | 0 |
| Exploiting Entity BIO Tag Embeddings and Multi-task Learning for Relation Extraction with Imbalanced Data | Jun 21, 2019 | Multi-Task Learningnamed-entity-recognition | —Unverified | 0 |
| Multilingual Named Entity Recognition Using Pretrained Embeddings, Attention Mechanism and NCRF | Jun 21, 2019 | Joint NER and ClassificationLanguage Modeling | CodeCode Available | 0 |
| Multi-Grained Named Entity Recognition | Jun 20, 2019 | Multi-Grained Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 0 |
| Few-Shot Sequence Labeling with Label Dependency Transfer and Pair-wise Embedding | Jun 20, 2019 | Few-Shot Learningnamed-entity-recognition | —Unverified | 0 |
| Towards Robust Named Entity Recognition for Historic German | Jun 18, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| A Multi-task Approach for Named Entity Recognition in Social Media Data | Jun 10, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Named Entity Recognition on Code-Switched Data: Overview of the CALCS 2018 Shared Task | Jun 10, 2019 | Diversitynamed-entity-recognition | —Unverified | 0 |
| Sequence Tagging with Contextual and Non-Contextual Subword Representations: A Multilingual Evaluation | Jun 4, 2019 | Multilingual Named Entity RecognitionMultilingual NLP | CodeCode Available | 0 |
| A Neural Named Entity Recognition and Multi-Type Normalization Tool for Biomedical Text Mining | Jun 4, 2019 | ArticlesInformation Retrieval | CodeCode Available | 0 |
| Distantly Supervised Named Entity Recognition using Positive-Unlabeled Learning | Jun 4, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Converse Attention Knowledge Transfer for Low-Resource Named Entity Recognition | Jun 4, 2019 | Low Resource Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| NNE: A Dataset for Nested Named Entity Recognition in English Newswire | Jun 4, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |