What to Learn, and How: Toward Effective Learning from Rationales

Samuel Carton, Surya Kanoria, Chenhao Tan

Learning from rationales seeks to augment model prediction accuracy using human-annotated rationales (i.e. subsets of input tokens) that justify their chosen labels, often in the f…