Understanding and Mitigating Classification Errors Through Interpretable Token Patterns

Michael A. Hedderich, Jonas Fischer, Dietrich Klakow +1

State-of-the-art NLP methods achieve human-like performance on many tasks, but make errors nevertheless. Characterizing these errors in easily interpretable terms gives insight int…