Multitask Learning for Class-Imbalanced Discourse Classification

Alexander Spangher, Jonathan May, Sz-rung Shiang +1

Small class-imbalanced datasets, common in many high-level semantic tasks like discourse analysis, present a particular challenge to current deep-learning architectures. In this wo…