作者位次 #5/9ACL 2026Findings· Findings of ACL
Learning to Translate by Translating: Stabilizing the Dual Loop via Semantic-Aware Self-Evolution
Kui Liu · Mingming Yin · Zuoli Tang · Zihao Li · Chilin Fu · Xiaolu Zhang · JUN ZHOU · Tmall Group of Alibaba) · Shengjie Sun (Taobao &
摘要
Despite the remarkable success of Large Language Models (LLMs) in Machine Translation (MT), the scarcity of high-quality parallel corpora and the prohibitive cost of their acquisition constrain scalability. To this end, we propose L earning to T ranslate by T ranslating ( LTT ), an LLM-driven dua...