GRECO (voting+ESC)

Reported on 4 benchmarks across 1 task · 1 paper · 4 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing4 results

Grammatical Error CorrectiononCoNLL-2014 Shared Task
F0.5· 2023-10-23
71.12
best: 72.8 (Ensembles of best 7 models + GRECO + GTP-rerank)
SOTA
System Combination via Quality Estimation for Grammatical Error Correction arXiv:2310.14947
Grammatical Error CorrectiononCoNLL-2014 Shared Task
Precision· 2023-10-23
79.6
best: 83.9 (Ensembles of best 7 models + GRECO + GTP-rerank)
SOTA
System Combination via Quality Estimation for Grammatical Error Correction arXiv:2310.14947
Grammatical Error CorrectiononCoNLL-2014 Shared Task
Recall· 2023-10-23
49.86
best: 53.8 (Unsupervised GEC + cLang8)
SOTA
System Combination via Quality Estimation for Grammatical Error Correction arXiv:2310.14947
Grammatical Error CorrectiononBEA-2019 (test)
F0.5· 2023-10-23
80.84
best: 81.4 (Majority-voting ensemble on best 7 models)
SOTA
System Combination via Quality Estimation for Grammatical Error Correction arXiv:2310.14947