Takumi Goto
6 papers · 2025–2025 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (16) ⭐ Rising Star (6) ❓ The Questioner
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Prolific Year · Productive
Venues
Top co-authors
Research topics
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
Acquiring Bidirectionality via Large and Small Language Models
COLING 2025
gec-metrics: A Unified Library for Grammatical Error Correction Evaluation
ACL 2025
IMPARA-GED: Grammatical Error Detection is Boosting Reference-free Grammatical Error Quality Estimator
ACL 2025
Improving Explainability of Sentence-level Metrics via Edit-level Attribution for Grammatical Error Correction
ACL 2025
Reliability Crisis of Reference-free Metrics for Grammatical Error Correction
EMNLP 2025
Rethinking Evaluation Metrics for Grammatical Error Correction: Why Use a Different Evaluation Process than Human?
ACL 2025