| Improving Pre-Trained Multilingual Model with Vocabulary Expansion | Nov 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| DeepGeneMD: A Joint Deep Learning Model for Extracting Gene Mutation-Disease Knowledge from PubMed Literature | Nov 1, 2019 | Drug DiscoveryMulti-Task Learning | —Unverified | 0 |
| Reinforcement-based denoising of distantly supervised NER with partial annotation | Nov 1, 2019 | Denoisingnamed-entity-recognition | —Unverified | 0 |
| Neural Dependency Parsing of Biomedical Text: TurkuNLP entry in the CRAFT Structural Annotation Task | Nov 1, 2019 | Dependency Parsingnamed-entity-recognition | —Unverified | 0 |
| Reevaluating Argument Component Extraction in Low Resource Settings | Nov 1, 2019 | Multi-Task Learningnamed-entity-recognition | —Unverified | 0 |
| UZH@CRAFT-ST: a Sequence-labeling Approach to Concept Recognition | Nov 1, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Biomedical Named Entity Recognition with Multilingual BERT | Nov 1, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| RACAI's System at PharmaCoNER 2019 | Nov 1, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| An Overview of the Active Gene Annotation Corpus and the BioNLP OST 2019 AGAC Track Tasks | Nov 1, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| VSP at PharmaCoNER 2019: Recognition of Pharmacological Substances, Compounds and Proteins with Recurrent Neural Networks in Spanish Clinical Cases | Nov 1, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| A Neural Pipeline Approach for the PharmaCoNER Shared Task using Contextual Exhaustive Models | Nov 1, 2019 | Entity Embeddingsnamed-entity-recognition | —Unverified | 0 |
| A Deep Learning-Based System for PharmaCoNER | Nov 1, 2019 | Deep LearningGeneral Classification | —Unverified | 0 |
| Contextualized Word Representations from Distant Supervision with and for NER | Nov 1, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| PharmaCoNER: Pharmacological Substances, Compounds and proteins Named Entity Recognition track | Nov 1, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Deep neural model with enhanced embeddings for pharmaceutical and chemical entities recognition in Spanish clinical text | Nov 1, 2019 | Deep Learningnamed-entity-recognition | —Unverified | 0 |
| Transfer Learning in Biomedical Named Entity Recognition: An Evaluation of BERT in the PharmaCoNER task | Nov 1, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| SoulMate: Short-text author linking through Multi-aspect temporal-textual embedding | Oct 27, 2019 | Community Detectionnamed-entity-recognition | —Unverified | 0 |
| A Unified MRC Framework for Named Entity Recognition | Oct 25, 2019 | Chinese Named Entity RecognitionEntity Extraction using GAN | CodeCode Available | 1 |
| A Survey on Recent Advances in Named Entity Recognition from Deep Learning models | Oct 25, 2019 | Feature EngineeringInformation Retrieval | CodeCode Available | 0 |
| Man is to Person as Woman is to Location: Measuring Gender Bias in Named Entity Recognition | Oct 24, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Healthcare NER Models Using Language Model Pretraining | Oct 23, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| IPOD: An Industrial and Professional Occupations Dataset and its Applications to Occupational Data Mining and Analysis | Oct 22, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| A Semi-Automated Approach for Information Extraction, Classification and Analysis of Unstructured Data | Oct 20, 2019 | Data VisualizationGeneral Classification | —Unverified | 0 |
| Comprehend Medical: a Named Entity Recognition and Relationship Extraction Web Service | Oct 15, 2019 | Anatomynamed-entity-recognition | —Unverified | 0 |
| Training Compact Models for Low Resource Entity Tagging using Pre-trained Language Models | Oct 14, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |