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DataFunTalk
DataFunTalk
May 6, 2020 · Artificial Intelligence

Application of Large-Scale Pretrained Models in Alibaba Machine Translation

This article reviews how large‑scale pretrained language models have reshaped NLP, outlines the challenges of applying them to machine translation, introduces the APT framework and the GRET architecture for better encoder‑decoder integration, and reports experimental gains and future research directions.

AIAPT frameworkGRET
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Application of Large-Scale Pretrained Models in Alibaba Machine Translation