作者位次 #2/6ACL 2026Findings· Findings of ACL
Remedy- R : Generative Reasoning for Machine Translation Evaluation without Error Annotations
Shaomu Tan · Ryosuke Mitani · Ritvik Choudhary · Qiyu Wu · Toshiyuki Sekiya · Christof Monz
摘要
Over the years, scalar MT metrics have advanced rapidly on benchmarks. Yet they remain black boxes, offering little insight into their decisions and sometimes degrading under out-of-distribution inputs. We introduce Remedy-R, a reasoning-driven generative MT metric trained with reinforcement lear...