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  1. 研究報告
  2. 自然言語処理(NL)
  3. 2019
  4. 2019-NL-241

Automated Essay Rewriting (AER): Grammatical Error Correction, Fluency Edits, and Beyond

https://ipsj.ixsq.nii.ac.jp/records/198865
https://ipsj.ixsq.nii.ac.jp/records/198865
df9807b5-2bb1-4221-b7f4-474ffa418e5f
名前 / ファイル ライセンス アクション
IPSJ-NL19241024.pdf IPSJ-NL19241024.pdf (679.1 kB)
Copyright (c) 2019 by the Information Processing Society of Japan
オープンアクセス
Item type SIG Technical Reports(1)
公開日 2019-08-22
タイトル
タイトル Automated Essay Rewriting (AER): Grammatical Error Correction, Fluency Edits, and Beyond
タイトル
言語 en
タイトル Automated Essay Rewriting (AER): Grammatical Error Correction, Fluency Edits, and Beyond
言語
言語 eng
資源タイプ
資源タイプ識別子 http://purl.org/coar/resource_type/c_18gh
資源タイプ technical report
著者所属
RIKEN Center for Advanced Intelligence Project/Tohoku University
著者所属
Octanove Labs
著者所属
Allen Institute for Artificial Intelligence
著者所属
Future Corporation
著者所属
Tohoku University/RIKEN Center for Advanced Intelligence Project
著者所属
Tohoku University/RIKEN Center for Advanced Intelligence Project
著者所属(英)
en
RIKEN Center for Advanced Intelligence Project / Tohoku University
著者所属(英)
en
Octanove Labs
著者所属(英)
en
Allen Institute for Artificial Intelligence
著者所属(英)
en
Future Corporation
著者所属(英)
en
Tohoku University / RIKEN Center for Advanced Intelligence Project
著者所属(英)
en
Tohoku University / RIKEN Center for Advanced Intelligence Project
著者名 Masato, Mita

× Masato, Mita

Masato, Mita

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Masato, Hagiwara

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Masato, Hagiwara

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Keisuke, Sakaguchi

× Keisuke, Sakaguchi

Keisuke, Sakaguchi

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Tomoya, Mizumoto

× Tomoya, Mizumoto

Tomoya, Mizumoto

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Jun, Suzuki

× Jun, Suzuki

Jun, Suzuki

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Kentaro, Inui

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Kentaro, Inui

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著者名(英) Masato, Mita

× Masato, Mita

en Masato, Mita

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Masato, Hagiwara

× Masato, Hagiwara

en Masato, Hagiwara

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Keisuke, Sakaguchi

× Keisuke, Sakaguchi

en Keisuke, Sakaguchi

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Tomoya, Mizumoto

× Tomoya, Mizumoto

en Tomoya, Mizumoto

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Jun, Suzuki

× Jun, Suzuki

en Jun, Suzuki

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Kentaro, Inui

× Kentaro, Inui

en Kentaro, Inui

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論文抄録
内容記述タイプ Other
内容記述 We propose the Automated Essay Rewriting (AER) task, where computer systems make automatic edits to argumentative essays to improve their quality. AER subsumes types of edits beyond single sentences such as coherence, cohesion, and style, which are not within the scope of traditional tasks such as grammatical error correction (GEC) and fluency edits. The quantitative and qualitative analyses of a corpus specifically designed for AER reveal that these edits account for almost half of edits made by professional proofreaders. We also discuss the challenges, issues, and future direction of AER by comparing with other tasks.
論文抄録(英)
内容記述タイプ Other
内容記述 We propose the Automated Essay Rewriting (AER) task, where computer systems make automatic edits to argumentative essays to improve their quality. AER subsumes types of edits beyond single sentences such as coherence, cohesion, and style, which are not within the scope of traditional tasks such as grammatical error correction (GEC) and fluency edits. The quantitative and qualitative analyses of a corpus specifically designed for AER reveal that these edits account for almost half of edits made by professional proofreaders. We also discuss the challenges, issues, and future direction of AER by comparing with other tasks.
書誌レコードID
収録物識別子タイプ NCID
収録物識別子 AN10115061
書誌情報 研究報告自然言語処理(NL)

巻 2019-NL-241, 号 24, p. 1-5, 発行日 2019-08-22
ISSN
収録物識別子タイプ ISSN
収録物識別子 2188-8779
Notice
SIG Technical Reports are nonrefereed and hence may later appear in any journals, conferences, symposia, etc.
出版者
言語 ja
出版者 情報処理学会
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