Alibaba Cloud Developer

Aug 22, 2018 · Artificial Intelligence

How Smart Copy Generation Boosts 1688 B2B Sales: From Seq2Seq to Coverage Attention

This article analyzes the challenges of generating product copy for the 1688 B2B platform, proposes enhancements to attention‑based Seq2Seq and Pointer‑Generator models—including TextCNN classification, convolutional inputs, coverage attention, and beam‑search constraints—and demonstrates significant gains in accuracy, diversity, and reduced repetition through extensive experiments.