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Ayana Niwa

Ayana Niwa has 2 papers in our library, in 2022–2026, most of them on Reasoning, Grammatical error correction & learner language; often with Masahiro Kaneko, Gaku Morio, Kentaro Inui.

2 papers in our library · 2022–2026

OpenAlex · h-index 3 · 40 works · 38 citations OpenAlex, 2026-10-14

📄 2 works in our library · 🔗 Cited 27 times in our library · ⭐ Paper Stars ranking: #7895

The profile is the library's match of the name; two people with one name are not always told apart.

Elsewhere: Google Scholar · Semantic Scholar · dblp · ACL Anthology

 Affiliations

🎓Mohamed bin Zayed University of Artificial IntelligenceAbu Dhabi · United Arab Emirates2025–2026 · 5 paperscurrent🎓Tokyo Institute of TechnologyTokyo · Japan2021–2023 · 4 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 1 more institution on single bylines are not listed.

 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works

🧭 Topics 2Research subjects and languages the work is about.Grammatical error correction & learner language · 1 workReasoning · 1 work

 Works by year

2020s

20261 paper20221 paper

 Papers

The most cited first (OpenAlex and our library).

  1. Interpretability for Language Learners Using Example-Based Grammatical Error Correction (2022 · 47 citations)
    Neural grammatical error correction (GEC) systems have become quite accurate, but they rarely tell learners why a correction was made.
  2. Disentangling the Effects of Unlearning in Measuring Parametric Faithfulness of Chain-of-Thought (2026)
    Tutek et al. (2025) proposed parametric faithfulness, which tests whether a Chain-of-Thought (CoT) reflects a model's internal reasoning. The method unlearns individual CoT steps and checks whether the model's No-CoT answer changes. That design attributes every answer change to the removed reasoning step. This paper…

 Co-authors here

8 co-authors with a page, the most papers together first.

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

 Cited by

Papers of our library cite their works 27 times (of the 149,439 papers whose bibliographies we read); 2 citing papers with a page here →.

Updated

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