@inproceedings{simard2016interactive,
author = {Simard, Patrice and Chickering, Max and Suh, Jina},
title = {Interactive Semantic Featuring for Text Classification},
booktitle = {Proceedings of the 2016 ICML Workshop on Human Interpretability in Machine Learning (WHI 2016)},
year = {2016},
month = {June},
abstract = {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 ngrams. We describe a principled methodology to solicit dictionary features from a teacher, and present results showing that models built using these human-comprehensible features are competitive with models trained with Bag of Words features.},
url = {http://approjects.co.za/?big=en-us/research/publication/interactive-semantic-featuring-text-classification/},
pages = {51-55},
edition = {Proceedings of the 2016 ICML Workshop on Human Interpretability in Machine Learning (WHI 2016)},
}