Patrice Y. Simard

Interactive Semantic Featuring for Text Classification

2016 · arXiv (Cornell University)

In text classification, dictionaries can be used to define human-comprehensible features. We propose an improvement to dictionary features called smoothed dictionary features. These features recognize document contexts instead of n-grams. We describe a principled methodology …