Papers by Yasufumi Takama
Targeted Syntactic Evaluation for Grammatical Error Correction (2025.acl-long)
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| Challenge: | Existing evaluation datasets based on learner-produced texts are insufficient for evaluating models . Currently, sequence-to-sequence models and sequence tagging models perform well on beginner-level grammar items . |
| Approach: | They propose a new evaluation paradigm that assesses GEC models using minimal pairs of ungrammatical and grammatically paired sentences for each grammar item. |
| Outcome: | The proposed evaluation paradigm assesses models using minimal pairs of ungrammatical and grammatically-spaced sentences for each grammar item. |