2021
Why Do Document-Level Polarity Classifiers Fail?
NAACL 2021long
Machine learning solutions are often criticized for the lack of explanation of their successes and failures. Understanding which instances are misclassified and why is essential to improve the learning process. This work helps to fill this gap by proposing a methodology to characterize, quantify and…