Rapid development of a corpus with discourse annotations using two-stage crowdsourcing

Daisuke Kawahara; Yuichiro Machida; Tomohide Shibata; Sadao Kurohashi; Hayato Kobayashi; Manabu Sassano

Rapid development of a corpus with discourse annotations using two-stage crowdsourcing

Daisuke Kawahara, Yuichiro Machida, Tomohide Shibata, Sadao Kurohashi, Hayato Kobayashi, Manabu Sassano

言語教育学

研究成果: Chapter in Book/Report/Conference proceeding › Conference contribution

12 被引用数 (Scopus)

抄録

We present a novel approach for rapidly developing a corpus with discourse annotations using crowdsourcing. Although discourse annotations typically require much time and cost owing to their complex nature, we realize discourse annotations in an extremely short time while retaining good quality of the annotations by crowdsourcing two annotation subtasks. In fact, our experiment to create a corpus comprising 30,000 Japanese sentences took less than eight hours to run. Based on this corpus, we also develop a supervised discourse parser and evaluate its performance to verify the usefulness of the acquired corpus.

本文言語	英語
ホスト出版物のタイトル	COLING 2014 - 25th International Conference on Computational Linguistics, Proceedings of COLING 2014
ホスト出版物のサブタイトル	Technical Papers
出版社	Association for Computational Linguistics, ACL Anthology
ページ	269-278
ページ数	10
ISBN（電子版）	9781941643266
出版ステータス	出版済み - 1 1 2014
イベント	25th International Conference on Computational Linguistics, COLING 2014 - Dublin, アイルランド継続期間: 8 23 2014 → 8 29 2014

その他

その他	25th International Conference on Computational Linguistics, COLING 2014
国/地域	アイルランド
City	Dublin
Period	8/23/14 → 8/29/14

All Science Journal Classification (ASJC) codes

言語および言語学
言語学および言語

他のファイルとリンク

引用スタイル

Kawahara, D., Machida, Y., Shibata, T., Kurohashi, S., Kobayashi, H., & Sassano, M. (2014). Rapid development of a corpus with discourse annotations using two-stage crowdsourcing. In COLING 2014 - 25th International Conference on Computational Linguistics, Proceedings of COLING 2014: Technical Papers (pp. 269-278). Association for Computational Linguistics, ACL Anthology.

Rapid development of a corpus with discourse annotations using two-stage crowdsourcing. / Kawahara, Daisuke; Machida, Yuichiro; Shibata, Tomohide; Kurohashi, Sadao; Kobayashi, Hayato; Sassano, Manabu.

COLING 2014 - 25th International Conference on Computational Linguistics, Proceedings of COLING 2014: Technical Papers. Association for Computational Linguistics, ACL Anthology, 2014. p. 269-278.

研究成果: Chapter in Book/Report/Conference proceeding › Conference contribution

Kawahara, D, Machida, Y, Shibata, T, Kurohashi, S, Kobayashi, H & Sassano, M 2014, Rapid development of a corpus with discourse annotations using two-stage crowdsourcing. in COLING 2014 - 25th International Conference on Computational Linguistics, Proceedings of COLING 2014: Technical Papers. Association for Computational Linguistics, ACL Anthology, pp. 269-278, 25th International Conference on Computational Linguistics, COLING 2014, Dublin, アイルランド, 8/23/14.

Kawahara, Daisuke ; Machida, Yuichiro ; Shibata, Tomohide ; Kurohashi, Sadao ; Kobayashi, Hayato ; Sassano, Manabu. / Rapid development of a corpus with discourse annotations using two-stage crowdsourcing. COLING 2014 - 25th International Conference on Computational Linguistics, Proceedings of COLING 2014: Technical Papers. Association for Computational Linguistics, ACL Anthology, 2014. pp. 269-278

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Rapid development of a corpus with discourse annotations using two-stage crowdsourcing

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