| 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 |
| Multilingual Named Entity Recognition Using Pretrained Embeddings, Attention Mechanism and NCRF | Jun 21, 2019 | Joint NER and ClassificationLanguage Modeling | 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 |
| 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 |
| A Neural Named Entity Recognition and Multi-Type Normalization Tool for Biomedical Text Mining | Jun 4, 2019 | ArticlesInformation Retrieval | CodeCode Available | 0 |
| NNE: A Dataset for Nested Named Entity Recognition in English Newswire | Jun 4, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Converse Attention Knowledge Transfer for Low-Resource Named Entity Recognition | Jun 4, 2019 | Low Resource Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| Distantly Supervised Named Entity Recognition using Positive-Unlabeled Learning | Jun 4, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Sequence Tagging with Contextual and Non-Contextual Subword Representations: A Multilingual Evaluation | Jun 4, 2019 | Multilingual Named Entity RecognitionMultilingual NLP | CodeCode Available | 0 |
| 應用記憶增強條件隨機場域與之深度學習及自動化詞彙特徵於中文命名實體辨識之研究 (Leveraging Memory Enhanced Conditional Random Fields with Gated CNN and Automatic BAPS Features for Chinese Named Entity Recognition) | Jun 1, 2019 | Chinese Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| Medical Word Embeddings for Spanish: Development and Evaluation | Jun 1, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| A General-Purpose Annotation Model for Knowledge Discovery: Case Study in Spanish Clinical Text | Jun 1, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Hierarchical Nested Named Entity Recognition | Jun 1, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| University of Arizona at SemEval-2019 Task 12: Deep-Affix Named Entity Recognition of Geolocation Entities | Jun 1, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Audio De-identification - a New Entity Recognition Task | Jun 1, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| NLP@UIT at SemEval-2019 Task 4: The Paparazzo Hyperpartisan News Detector | Jun 1, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| SC-LSTM: Learning Task-Specific Representations in Multi-Task Learning for Sequence Labeling | Jun 1, 2019 | ChunkingMulti-Task Learning | —Unverified | 0 |
| Practical, Efficient, and Customizable Active Learning for Named Entity Recognition in the Digital Humanities | Jun 1, 2019 | Active LearningGeneral Classification | CodeCode Available | 0 |
| Pooled Contextualized Embeddings for Named Entity Recognition | Jun 1, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| UNH at SemEval-2019 Task 12: Toponym Resolution in Scientific Papers | Jun 1, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Cross-lingual Transfer Learning for Japanese Named Entity Recognition | Jun 1, 2019 | Cross-Lingual Transfernamed-entity-recognition | —Unverified | 0 |
| Better Modeling of Incomplete Annotations for Named Entity Recognition | Jun 1, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |