| CamemBERT: a Tasty French Language Model | Nov 10, 2019 | Dependency ParsingLanguage Modeling | CodeCode Available | 0 |
| SEPT: Improving Scientific Named Entity Recognition with Span Representation | Nov 8, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Dice Loss for Data-imbalanced NLP Tasks | Nov 7, 2019 | Chinese Named Entity RecognitionMachine Reading Comprehension | CodeCode Available | 0 |
| Porous Lattice-based Transformer Encoder for Chinese NER | Nov 7, 2019 | Chinese Named Entity RecognitionGPU | CodeCode Available | 0 |
| Hierarchical Contextualized Representation for Named Entity Recognition | Nov 6, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| A Deep Learning approach for Hindi Named Entity Recognition | Nov 5, 2019 | Deep Learningnamed-entity-recognition | —Unverified | 0 |
| Integrating Dictionary Feature into A Deep Learning Model for Disease Named Entity Recognition | Nov 5, 2019 | Machine Translationnamed-entity-recognition | —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 |
| ``A Buster Keaton of Linguistics'': First Automated Approaches for the Extraction of Vossian Antonomasia | Nov 1, 2019 | Articlesnamed-entity-recognition | —Unverified | 0 |
| UZH@CRAFT-ST: a Sequence-labeling Approach to Concept Recognition | Nov 1, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 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 |
| A Neural Pipeline Approach for the PharmaCoNER Shared Task using Contextual Exhaustive Models | Nov 1, 2019 | Entity Embeddingsnamed-entity-recognition | —Unverified | 0 |
| Named Entity Recognition - Is There a Glass Ceiling? | Nov 1, 2019 | BIG-bench Machine Learningnamed-entity-recognition | —Unverified | 0 |
| Leverage Lexical Knowledge for Chinese Named Entity Recognition via Collaborative Graph Network | Nov 1, 2019 | Chinese 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 |
| Similarity Based Auxiliary Classifier for Named Entity Recognition | Nov 1, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| A Boundary-aware Neural Model for Nested Named Entity Recognition | Nov 1, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Improving Pre-Trained Multilingual Model with Vocabulary Expansion | Nov 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Gazetteer-Enhanced Attentive Neural Networks for Named Entity Recognition | Nov 1, 2019 | named-entity-recognitionNamed 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 |
| Reevaluating Argument Component Extraction in Low Resource Settings | Nov 1, 2019 | Multi-Task Learningnamed-entity-recognition | —Unverified | 0 |
| Contextualized Word Representations from Distant Supervision with and for NER | Nov 1, 2019 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| A Lexicon-Based Graph Neural Network for Chinese NER | Nov 1, 2019 | Chinese Named Entity RecognitionGraph Neural Network | —Unverified | 0 |
| Biomedical Named Entity Recognition with Multilingual BERT | Nov 1, 2019 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |