Sam Berchuck

SpanPredict: Extraction of Predictive Document Spans with Neural Attention

In many natural language processing applications, identifying predictive text can be as important as the predictions themselves. When predicting medical diagnoses, for example, identifying predictive content in clinical notes not only enhances interpretability, but also allows unknown, descriptive (…