--- license: cc-by-sa-4.0 datasets: - cjvt/cc_gigafida language: - sl tags: - word spelling correction --- --- language: - sl license: cc-by-sa-4.0 --- # T5-incorrect-word-spelling-corrector This T5 model is designed to identify and correct words with incorrect spelling in the Slovenian language. ## Model Output Example Consider the following Slovenian text: _Model v besedlu popravi napaake v nepravilno Ĩrkovanih besedah._ The model might return the following text (note: predictions chosen for demonstration/explanation, not reproducibility!): _Model v besedilu popravi napake v nepravilno Ĩrkovanih besedah._ We observe that in the input sentence, the words `besedlu` and `napaake` are incorrectly spelled, so the model corrects them to `besedilu` and `napake`. ## More details Testing the model with generated test sets provides the following result (combining detection and correction of words with incorrect spelling): - `Precission`: 0,984 - `Recall`: 0,909 - `F1`: 0,945