Search Results for author: Ayana Niwa

Found 4 papers, 1 papers with code

Predicting Antonyms in Context using BERT

no code implementations INLG (ACL) 2021 Ayana Niwa, Keisuke Nishiguchi, Naoaki Okazaki

We address the task of antonym prediction in a context, which is a fill-in-the-blanks problem.

AmbigNLG: Addressing Task Ambiguity in Instruction for NLG

no code implementations27 Feb 2024 Ayana Niwa, Hayate Iso

In this study, we introduce AmbigNLG, a new task designed to tackle the challenge of task ambiguity in instructions for Natural Language Generation (NLG) tasks.

Text Generation

Nearest Neighbor Non-autoregressive Text Generation

no code implementations26 Aug 2022 Ayana Niwa, Sho Takase, Naoaki Okazaki

In addition, the proposed method outperforms an NAR baseline on the WMT'14 En-De dataset.

Machine Translation Text Generation +1

Interpretability for Language Learners Using Example-Based Grammatical Error Correction

1 code implementation ACL 2022 Masahiro Kaneko, Sho Takase, Ayana Niwa, Naoaki Okazaki

In this study, we introduce an Example-Based GEC (EB-GEC) that presents examples to language learners as a basis for a correction result.

Grammatical Error Correction

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