DaTaobao Tech

Aug 29, 2022 · Frontend Development

Subtoken‑TranX: Front‑end JavaScript Code Generation for Industrial Use

Subtoken‑TranX, a joint effort by Alibaba’s DaTaobao team and Peking University, converts natural‑language requirements into JavaScript by training on a curated 2,489‑pair dataset, using subtoken‑level AST generation and task‑augmented variable semantics, achieving superior accuracy over standard TranX and Transformer models and now powering Alibaba’s BizCook front‑end production platform.