Mar 2024: Young Researcher Award, 30th Annual Meeting of the Association for Natural Language Processing, for 'Analytical Evaluation Method Using Reference-free Metrics in Grammatical Error Correction'
Jun 2022: Young Researcher Award, IPSJ SIG-NL 252nd Meeting, for 'On the Discriminability of Correction Difficulty in Grammatical Error Correction'
Aug 2019: Emerging Research Award, 14th NLP Young Researchers' Symposium, for 'Proposal of a Performance Evaluation Metric Considering Problem Difficulty in Grammatical Error Correction'
Published multiple first-author papers at top-tier conferences including ACL and COLING
Notable publications: 'gec-metrics: A Unified Library for Grammatical Error Correction Evaluation' (ACL 2025), 'Rethinking Evaluation Metrics for Grammatical Error Correction' (ACL 2025), 'Taking the Correction Difficulty into Account in Grammatical Error Correction Evaluation' (COLING 2020)