2026-03-09T14:33:52Z https://ipsj.ixsq.nii.ac.jp/oai

oai:ipsj.ixsq.nii.ac.jp:00198865 2025-01-19T21:52:27Z 1164:4179:9731:9871

Automated Essay Rewriting (AER): Grammatical Error Correction, Fluency Edits, and Beyond Automated Essay Rewriting (AER): Grammatical Error Correction, Fluency Edits, and Beyond Masato, Mita Masato, Hagiwara Keisuke, Sakaguchi Tomoya, Mizumoto Jun, Suzuki Kentaro, Inui Masato, Mita Masato, Hagiwara Keisuke, Sakaguchi Tomoya, Mizumoto Jun, Suzuki Kentaro, Inui 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. 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. technical report 情報処理学会 2019-08-22 application/pdf 研究報告自然言語処理（NL） 24 2019-NL-241 1 5 2188-8779 AN10115061 https://ipsj.ixsq.nii.ac.jp/record/198865/files/IPSJ-NL19241024.pdf eng