Beyond Reference-Based Evaluation: Reward Models for Meta-Evaluation of Grammatical Error Correction

Ruotian Wu, Bill E. Johnson, Gene Saunders +3

Reference-based metrics for Grammatical Error Correction (GEC) such as M${}^2$ and ERRANT assume that the reference set enumerates all valid edits, and therefore often penalize corre…