作者位次 #2/9ACL 2026Poster· ACL Industry Track
R oute LMT : Learned Sample Routing for Hybrid LLM Translation Deployment
Yingfeng Luo · Hongyu Liu · DingYang Lin · Kaiyan Chang · Chenglong Wang · Bei Li · Quan Du · Tong Xiao · JingBo Zhu
摘要
Large Language Models (LLMs) have achieved remarkable performance in Machine Translation (MT), but deploying them at scale remains prohibitively expensive. A widely adopted remedy is the hybrid system paradigm, which balances cost and quality by serving most requests with a small model and select...