| 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 |
