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Task formulation for Extracting Social Determinants of Health from Clinical Narratives
The review of the extraction results from our systems reveals characteristics of each approach and those of the SODH extraction task.
Using natural language processing to extract health-related causality from Twitter messages
We proposed a set of lexico-syntactic patterns based on dependency parser outputs to extract causal information.
Rapid Adaptation of POS Tagging for Domain Specific Uses
Part-of-speech (POS) tagging is a fundamental component for performing natural language tasks such as parsing, information extraction, and question answering.
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