| Biomedical Named Entity Recognition via Reference-Set Augmented Bootstrapping | Jun 1, 2019 | Data Augmentationnamed-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 |
| 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 |
| Better Modeling of Incomplete Annotations for Named Entity Recognition | Jun 1, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 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 |
| NLP@UIT at SemEval-2019 Task 4: The Paparazzo Hyperpartisan News Detector | Jun 1, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Old is Gold: Linguistic Driven Approach for Entity and Relation Linking of Short Text | Jun 1, 2019 | Entity LinkingImplicit Relations | CodeCode Available | 0 |
| Audio De-identification - a New Entity Recognition Task | Jun 1, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| SC-LSTM: Learning Task-Specific Representations in Multi-Task Learning for Sequence Labeling | Jun 1, 2019 | ChunkingMulti-Task Learning | —Unverified | 0 |
| Hierarchical Nested 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 |
| A General-Purpose Annotation Model for Knowledge Discovery: Case Study in Spanish Clinical Text | Jun 1, 2019 | 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 |
| Cross-lingual Transfer Learning for Japanese Named Entity Recognition | Jun 1, 2019 | Cross-Lingual Transfernamed-entity-recognition | —Unverified | 0 |
| Quantization Loss Re-Learning Method | May 30, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Learning Task-specific Representation for Novel Words in Sequence Labeling | May 29, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| A Joint Named-Entity Recognizer for Heterogeneous Tag-sets Using a Tag Hierarchy | May 22, 2019 | Domain Adaptationnamed-entity-recognition | —Unverified | 0 |
| Neural Metric Learning for Fast End-to-End Relation Extraction | May 17, 2019 | global-optimizationMetric Learning | —Unverified | 0 |
| A Multi-Task Learning Framework for Extracting Drugs and Their Interactions from Drug Labels | May 17, 2019 | Multi-Task Learningnamed-entity-recognition | —Unverified | 0 |
| DATNet: Dual Adversarial Transfer for Low-resource Named Entity Recognition | May 1, 2019 | Low Resource Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| Neural Chinese Named Entity Recognition via CNN-LSTM-CRF and Joint Training with Word Segmentation | Apr 26, 2019 | Chinese Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 0 |
| Terminologies augmented recurrent neural network model for clinical named entity recognition | Apr 25, 2019 | Diagnosticnamed-entity-recognition | —Unverified | 0 |
| Fine-Grained Named Entity Recognition using ELMo and Wikidata | Apr 23, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Personalized sentence generation using generative adversarial networks with author-specific word usage | Apr 20, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |