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20232025
most citedFrom Handcrafted Features to LLMs: A Brief Survey for Machine Translation Quality Estimation

11 citations · 13 across the 4 of their papers we have counts for

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cs.CL2025

Alleviating Distribution Shift in Synthetic Data for Machine Translation Quality Estimation

Xiang Geng, Zhejian Lai, Jiajun Chen +2

Quality Estimation (QE) models evaluate the quality of machine translations without reference translations, serving as the reward models for the translation task. Due to the data s…