JFCKB: Japanese feature change knowledge base

Tetsuaki Nakamura, Daisuke Kawahara

研究成果: Conference contribution

1 被引用数 (Scopus)

抄録

Commonsense knowledge plays an essential role in our language activities. Although many projects have aimed to develop language resources for commonsense knowledge, there is little work focusing on connotational meanings. This is because constructing commonsense knowledge including connotational meanings is challenging. In this paper, we present a Japanese knowledge base where arguments in event sentences are associated with various feature changes caused by the events. For example, “my child” in “my wife hits my child” is associated with some feature changes, such as increase in pain, increase in anger, increase in disgust, and decrease in joy. We constructed this knowledge base through crowdsourcing tasks by gathering feature changes of arguments in event sentences. After the construction of the knowledge base, we conducted an experiment in anaphora resolution using the knowledge base. We regarded anaphora resolution as an antecedent candidate ranking task and used Ranking SVM as the solver. Experimental results demonstrated the usefulness of our feature change knowledge base.

本文言語English
ホスト出版物のタイトルLREC 2018 - 11th International Conference on Language Resources and Evaluation
編集者Hitoshi Isahara, Bente Maegaard, Stelios Piperidis, Christopher Cieri, Thierry Declerck, Koiti Hasida, Helene Mazo, Khalid Choukri, Sara Goggi, Joseph Mariani, Asuncion Moreno, Nicoletta Calzolari, Jan Odijk, Takenobu Tokunaga
出版社European Language Resources Association (ELRA)
ページ1398-1404
ページ数7
ISBN(電子版)9791095546009
出版ステータスPublished - 2019
外部発表はい
イベント11th International Conference on Language Resources and Evaluation, LREC 2018 - Miyazaki, Japan
継続期間: 2018 5月 72018 5月 12

出版物シリーズ

名前LREC 2018 - 11th International Conference on Language Resources and Evaluation

Other

Other11th International Conference on Language Resources and Evaluation, LREC 2018
国/地域Japan
CityMiyazaki
Period18/5/718/5/12

ASJC Scopus subject areas

  • 言語学および言語
  • 教育
  • 図書館情報学
  • 言語および言語学

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