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researcher

Ayana Niwa

9 papers hereh-index 465 citations12 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author5
  • middle author4

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • cs.CL8
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedNearest Neighbor Non-autoregressive Text Generation

3 citations · 7 across the 6 of their papers we have counts for

collaborators
Showing 2022 · cs.CLShow all

2 papers · 2 filters

cs.CL2022★ 3 cited

Nearest Neighbor Non-autoregressive Text Generation

Ayana Niwa, Sho Takase, Naoaki Okazaki

Non-autoregressive (NAR) models can generate sentences with less computation than autoregressive models but sacrifice generation quality. Previous studies addressed this issue thro…

cs.CL2022★ 2 cited

Interpretability for Language Learners Using Example-Based Grammatical Error Correction

Masahiro Kaneko, Sho Takase, Ayana Niwa +1

Grammatical Error Correction (GEC) should not focus only on high accuracy of corrections but also on interpretability for language learning. However, existing neural-based GEC mode…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.