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Takumi Goto's picture
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Takumi Goto

gotutiyan
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·
https://gotutiyan.github.io/
  • gotutiyan_kapi
  • gotutiyan

AI & ML interests

Grammatical Error Correction, Text Generation Evaluation

Organizations

test-gotutiyan's profile picture NAIST NLP's profile picture

authored a paper 5 months ago

Reliability Crisis of Reference-free Metrics for Grammatical Error Correction

Paper • 2509.25961 • Published Sep 30, 2025
authored 5 papers 6 months ago

Acquiring Bidirectionality via Large and Small Language Models

Paper • 2408.09640 • Published Aug 19, 2024

IMPARA-GED: Grammatical Error Detection is Boosting Reference-free Grammatical Error Quality Estimator

Paper • 2506.02899 • Published Jun 3, 2025

Rethinking Evaluation Metrics for Grammatical Error Correction: Why Use a Different Evaluation Process than Human?

Paper • 2502.09416 • Published Feb 13, 2025 • 1

Improving Explainability of Sentence-level Metrics via Edit-level Attribution for Grammatical Error Correction

Paper • 2412.13110 • Published Dec 17, 2024

gec-metrics: A Unified Library for Grammatical Error Correction Evaluation

Paper • 2505.19388 • Published May 26, 2025
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