Takumi Goto
6 papers · 2025–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Cross-Pollinator (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (16) π Conference Polyglot (3)
β
Rising Star
(6)
β‘
Prolific Year
(6)
β
The Questioner
Conferences
ACL (4)
COLING (1)
EMNLP (1)
Top co-authors
Keywords
grammatical error correction
(5)
evaluation metric
(2)
transfer learning
(1)
natural language processing
(1)
quality estimation
(1)
token classification
(1)
adversarial attack
(1)
pairwise comparison
(1)
language model
(1)
text embedding
(1)
pre-trained language model
(1)
reference-free evaluation
(1)
human evaluation
(1)
shapley value
(1)
software library
(1)
automatic evaluation
(1)
bidirectional language model
(1)
grammatical error detection
(1)
reference-free metric
(1)
aggregation method
(1)
Papers
Rethinking Evaluation Metrics for Grammatical Error Correction: Why Use a Different Evaluation Process than Human?
ACL 2025
gec-metrics: A Unified Library for Grammatical Error Correction Evaluation
ACL 2025
Improving Explainability of Sentence-level Metrics via Edit-level Attribution for Grammatical Error Correction
ACL 2025
IMPARA-GED: Grammatical Error Detection is Boosting Reference-free Grammatical Error Quality Estimator
ACL 2025
Acquiring Bidirectionality via Large and Small Language Models
COLING 2025
Reliability Crisis of Reference-free Metrics for Grammatical Error Correction
EMNLP 2025