一作ACL 2026Findings· Findings of ACL
CEMT :Controllable Element-Oriented Machine Translation via Structured Linguistic Reasoning
Lingling Shi · Haoyu Jin · Ruiyu Fang · Shuangyong Song · Jinsong Su · Yongxiang Li · Xuelong Li
摘要
Large Language Models have shown strong performance in Machine Translation, yet they often suffer from paraphrasing errors, omissions, or hallucinations when the input contains translation-specific elements (e.g., URLs, slang, and idioms) that require strict preservation or controlled transformat...