Generating market comments referring to external resources

Tatsuya Aoki, Akira Miyazawa, Tatsuya Ishigaki, Keiichi Goshima, Kasumi Aoki, Kobayashi Ichiro, Hiroya Takamura, Yusuke Miyao

研究成果: Conference contribution

5 被引用数 (Scopus)

抄録

Comments on a stock market often include the reason or cause of changes in stock prices, such as “Nikkei turns lower as yen’s rise hits exporters.” Generating such informative sentences requires capturing the relationship between different resources, including a target stock price. In this paper, we propose a model for automatically generating such informative market comments that refer to external resources. We evaluated our model through an automatic metric in terms of BLEU and human evaluation done by an expert in finance. The results show that our model outperforms the existing model both in BLEU scores and human judgment.

本文言語English
ホスト出版物のタイトルINLG 2018 - 11th International Natural Language Generation Conference, Proceedings of the Conference
出版社Association for Computational Linguistics (ACL)
ページ135-139
ページ数5
ISBN(電子版)9781948087865
出版ステータスPublished - 2018
外部発表はい
イベント11th International Natural Language Generation Conference, INLG 2018 - Tilburg, Netherlands
継続期間: 2018 11 52018 11 8

出版物シリーズ

名前INLG 2018 - 11th International Natural Language Generation Conference, Proceedings of the Conference

Conference

Conference11th International Natural Language Generation Conference, INLG 2018
CountryNetherlands
CityTilburg
Period18/11/518/11/8

ASJC Scopus subject areas

  • Software

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