MoECE

Reported on 4 benchmarks across 1 task · 1 paper · 1 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
Recall· 2024-10-30
50.21
best: 53.8 (Unsupervised GEC + cLang8)
SOTA
Efficient and Interpretable Grammatical Error Correction with Mixture of Experts arXiv:2410.23507
Grammatical Error CorrectiononCoNLL-2014 Shared Task
F0.5· 2024-10-30
67.79
best: 72.8 (Ensembles of best 7 models + GRECO + GTP-rerank)
Efficient and Interpretable Grammatical Error Correction with Mixture of Experts arXiv:2410.23507
Grammatical Error CorrectiononCoNLL-2014 Shared Task
Precision· 2024-10-30
74.29
best: 83.9 (Ensembles of best 7 models + GRECO + GTP-rerank)
Efficient and Interpretable Grammatical Error Correction with Mixture of Experts arXiv:2410.23507
Grammatical Error CorrectiononBEA-2019 (test)
F0.5· 2024-10-30
74.07
best: 81.4 (Majority-voting ensemble on best 7 models)
Efficient and Interpretable Grammatical Error Correction with Mixture of Experts arXiv:2410.23507