Do LLMs Truly Benefit from Longer Context in Automatic Post-Editing?

Ahrii Kim, Seong-heum Kim

Automatic post-editing (APE) aims to refine machine translations by correcting residual errors. Although recent large language models (LLMs) demonstrate strong translation capabili…