| Neural Cross-Lingual Named Entity Recognition with Minimal Resources | Aug 29, 2018 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Evaluating the Utility of Hand-crafted Features in Sequence Labelling | Aug 28, 2018 | named-entity-recognitionNamed Entity Recognition | CodeCode Available | 0 |
| Adapting Word Embeddings to New Languages with Morphological and Phonological Subword Representations | Aug 28, 2018 | AvgMachine Translation | CodeCode Available | 0 |
| Fast and Accurate Recognition of Chinese Clinical Named Entities with Residual Dilated Convolutions | Aug 27, 2018 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Comparing CNN and LSTM character-level embeddings in BiLSTM-CRF models for chemical and disease named entity recognition | Aug 25, 2018 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Neural Named Entity Recognition from Subword Units | Aug 22, 2018 | named-entity-recognitionNamed Entity Recognition | —Unverified | 0 |
| Computing Word Classes Using Spectral Clustering | Aug 16, 2018 | ClusteringDependency Parsing | —Unverified | 0 |
| Confidence penalty, annealing Gaussian noise and zoneout for biLSTM-CRF networks for named entity recognition | Aug 13, 2018 | Decodernamed-entity-recognition | —Unverified | 0 |
| A Hassle-Free Machine Learning Method for Cohort Selection of Clinical Trials | Aug 10, 2018 | BIG-bench Machine LearningClinical Knowledge | —Unverified | 0 |
| Building a Kannada POS Tagger Using Machine Learning and Neural Network Models | Aug 9, 2018 | BIG-bench Machine LearningDependency Parsing | CodeCode Available | 0 |
