Papers with addressing data augmentation
Detecting Loanwords in Emakhuwa: An Extremely Low-Resource Bantu Language Exhibiting Significant Borrowing from Portuguese (2024.lrec-main)
Copied to clipboard
| Challenge: | Existing corpora in African languages reveal significant spelling inconsistencies, contributing to poor-quality textual data when encountered in written form. |
| Approach: | They propose a supervised method to identify loanwords in Portuguese . they employ traditional machine learning algorithms incorporating handcrafted features . |
| Outcome: | The proposed method achieves the F1-score of 93% in Emakhuwa, borrowed from Portuguese. |