Learning with rationales for document classification
Sign Up to like & getrecommendations! Published in 2017 at "Machine Learning"
DOI: 10.1007/s10994-017-5671-3
Abstract: We present a simple and yet effective approach for document classification to incorporate rationales elicited from annotators into the training of any off-the-shelf classifier. We empirically show on several document classification datasets that our classifier-agnostic… read more here.
Keywords: classification; rationales document; classifier; document classification ... See more keywords