Search Results for author: Kengo Hotate

Found 5 papers, 0 papers with code

Comparison of Grammatical Error Correction Using Back-Translation Models

no code implementations NAACL 2021 Aomi Koyama, Kengo Hotate, Masahiro Kaneko, Mamoru Komachi

Therefore, GEC studies have developed various methods to generate pseudo data, which comprise pairs of grammatical and artificially produced ungrammatical sentences.

Grammatical Error Correction Translation

Generating Diverse Corrections with Local Beam Search for Grammatical Error Correction

no code implementations COLING 2020 Kengo Hotate, Masahiro Kaneko, Mamoru Komachi

In this study, we propose a beam search method to obtain diverse outputs in a local sequence transduction task where most of the tokens in the source and target sentences overlap, such as in grammatical error correction (GEC).

Grammatical Error Correction Sentence

TMU Transformer System Using BERT for Re-ranking at BEA 2019 Grammatical Error Correction on Restricted Track

no code implementations WS 2019 Masahiro Kaneko, Kengo Hotate, Satoru Katsumata, Mamoru Komachi

Thus, it is not straightforward to utilize language representations trained from a large corpus, such as Bidirectional Encoder Representations from Transformers (BERT), in a form suitable for the learner{'}s grammatical errors.

Grammatical Error Correction Re-Ranking +1

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