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SotA/Methodology/Classification/OneStopEnglish (Readability Assessment)

Classification on OneStopEnglish (Readability Assessment)

Metric: Accuracy (5-fold) (higher is better)

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#Model↕Accuracy (5-fold)▼AugmentationsPaperDate↕Code
1RoBERTa-RF-T1 hybrid0.99NoPushing on Text Readability Assessment: A Transf...2021-09-25Code
2NPRM-BERT0.979NoA Neural Pairwise Ranking Model for Readability ...2022-03-14Code
3HAN (Hierarchical Attention Network)0.787NoSupervised and Unsupervised Neural Approaches to...2019-07-26Code
4SMO (Sequential Minimal Optimization)0.781No---
5Logistic Regression0.744NoBERT Embeddings for Automatic Readability Assess...2021-06-15Code