Automatic Generation of Chinese Short Product Titles for Mobile Display

Yu Gong, Xusheng Luo, Kenny Q. Zhu, Wenwu Ou, Zhao Li, Lu Duan

AAAI 2019 pp. 9460-9465

doi:10.1609/AAAI.V33I01.33019460 /aaai/2019/gong2019aaai-automatic/

Abstract

This paper studies the problem of automatically extracting a short title from a manually written longer description of Ecommerce products for display on mobile devices. It is a new extractive summarization problem on short text inputs, for which we propose a feature-enriched network model, combining three different categories of features in parallel. Experimental results show that our framework significantly outperforms several baselines by a substantial gain of 4.5%. Moreover, we produce an extractive summarization dataset for Ecommerce short texts and will release it to the research community.

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Cite

Text

Gong et al. "Automatic Generation of Chinese Short Product Titles for Mobile Display." AAAI Conference on Artificial Intelligence, 2019. doi:10.1609/AAAI.V33I01.33019460

Markdown

[Gong et al. "Automatic Generation of Chinese Short Product Titles for Mobile Display." AAAI Conference on Artificial Intelligence, 2019.](https://mlanthology.org/aaai/2019/gong2019aaai-automatic/) doi:10.1609/AAAI.V33I01.33019460

BibTeX

@inproceedings{gong2019aaai-automatic,
  title     = {{Automatic Generation of Chinese Short Product Titles for Mobile Display}},
  author    = {Gong, Yu and Luo, Xusheng and Zhu, Kenny Q. and Ou, Wenwu and Li, Zhao and Duan, Lu},
  booktitle = {AAAI Conference on Artificial Intelligence},
  year      = {2019},
  pages     = {9460-9465},
  doi       = {10.1609/AAAI.V33I01.33019460},
  url       = {https://mlanthology.org/aaai/2019/gong2019aaai-automatic/}
}