Dmitriy Dligach

Toward a clinical text encoder: pretraining for clinical natural language processing with applications to substance misuse

2019 · Journal of the American Medical Informatics Association

OBJECTIVE: Our objective is to develop algorithms for encoding clinical text into representations that can be used for a variety of phenotyping tasks. MATERIALS AND METHODS: Obtaining large datasets to take advantage of highly expressive …

Neural Temporal Relation Extraction

2017

Dmitriy Dligach, Timothy Miller, Chen Lin, Steven Bethard, Guergana Savova. Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 2, Short Papers. 2017.