Ensembles of best 7 models + GRECO + GTP-rerank

Reported on 3 benchmarks across 1 task · 1 paper · 2 SOTA

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

Natural Language Processing3 results

Grammatical Error CorrectiononCoNLL-2014 Shared Task
F0.5· 2024-04-23
72.8
SOTA
Pillars of Grammatical Error Correction: Comprehensive Inspection Of Contemporary Approaches In The Era of Large Language Models arXiv:2404.14914
Grammatical Error CorrectiononCoNLL-2014 Shared Task
Precision· 2024-04-23
83.9
SOTA
Pillars of Grammatical Error Correction: Comprehensive Inspection Of Contemporary Approaches In The Era of Large Language Models arXiv:2404.14914
Grammatical Error CorrectiononCoNLL-2014 Shared Task
Recall· 2024-04-23
47.5
best: 53.8 (Unsupervised GEC + cLang8)
Pillars of Grammatical Error Correction: Comprehensive Inspection Of Contemporary Approaches In The Era of Large Language Models arXiv:2404.14914