Diacritics Restoration Using Neural Networks
Tasks
Croatian Text Diacritization
Czech Text Diacritization
French Text Diacritization
Hungarian Text Diacritization
Irish Text Diacritization
Language Modeling
Latvian Text Diacritization
Polish Text Diacritization
Romanian Text Diacritization
Slovak Text Diacritization
Spanish Text Diacritization
Turkish Text Diacritization
Vietnamese Text Diacritization
Datasets
Introduced in the Paper:
Multilingual Dataset for Training and Evaluating Diacritics Restoration SystemsResults from the Paper
| Task | Dataset | Model | Metric Name | Metric Value | Global Rank | Benchmark |
|---|---|---|---|---|---|---|
| Czech Text Diacritization | Multilingual Dataset for Training and Evaluating Diacritics Restoration Systems | RNN + LM | Alpha-Word accuracy | 99.06 | # 2 | |
| Vietnamese Text Diacritization | Multilingual Dataset for Training and Evaluating Diacritics Restoration Systems | RNN + LM | Alpha-Word accuracy | 97.73 | # 2 | |
| Vietnamese Text Diacritization | Multilingual Dataset for Training and Evaluating Diacritics Restoration Systems | RNN | Alpha-Word accuracy | 97.55 | # 3 | |
| Czech Text Diacritization | Multilingual Dataset for Training and Evaluating Diacritics Restoration Systems | RNN | Alpha-Word accuracy | 98.71 | # 3 |
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