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Nov, 2018
多模态生成对抗学习优化产品标题
Product Title Refinement via Multi-Modal Generative Adversarial Learning
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Jianguo Zhang, Pengcheng Zou, Zhao Li, Yao Wan, Ye Liu...
TL;DR
本文提出了一种多模态生成对抗网络MM-GAN，用于生成商品的简短标题，可综合利用图像信息、商品的属性标签和原长标题的文本信息，将生成的标题视为一个强化学习过程，在一个类人的视角下由判别器进行评估。
Abstract
Nowadays, an increasing number of customers are in favor of using
e-commerce
Apps to browse and purchase products. Since merchants are usually inclined to employ redundant and over-informative
product titles
to a
→