| # English to Hausa | |
| Author: Adewale Akinfaderin | |
| ## Data | |
| - The JW300 English-Hausa dataset. | |
| - The Tanzil (Quran) English-Hausa dataset. | |
| - The Wikimedia English-Hausa dataset. | |
| - The Tatoeba English-Hausa dataset | |
| ## Model | |
| - Default Masakhane Transformer translation model. | |
| - Link to google drive folder with model [here](https://drive.google.com/drive/folders/1ARrGTpVSgXY7ceiiUyMeG1LK0kcpLS4M?usp=sharing) | |
| - Updates on future experiments and other methods can be seen [here](https://github.com/WalePhenomenon/Hausa-NMT) | |
| ## Analysis | |
| Example 1 | |
| ```sh | |
| Source: “ If possible , ” the Scriptures counsel us , “ as far as it depends upon you , be peaceable with all men . ” | |
| Reference: Nassosi ya ba mu wannan shawarar : “ Idan ya yiwu , ku zama lafiya da dukan mutane , gwargwadon iyawarku . ” | |
| Hypothesis: Littafi Mai Tsarki ya ce : “ Idan ya yiwu , ” wato , “ idan ya yiwu , ku zauna lafiya da dukan mutane . ” | |
| ``` | |
| Example 2 | |
| ```sh | |
| Source: The fact that the Bible is available in all major languages on earth is a testimony to what ? | |
| Reference: Wane tabbaci ne ake da shi cewa akwai Littafi Mai Tsarki cikin dukan manyan harsunan duniya ? | |
| Hypothesis: Gaskiyar cewa Littafi Mai Tsarki yana da amfani a dukan harsuna da yawa a duniya shaida ne ga menene ? | |
| ``` | |
| Example 3 | |
| ```sh | |
| Source: But why were there not among the generations before you those possessing understanding , who should have forbidden the making of mischief in the earth , except a few of those whom We delivered from among them ? | |
| Reference: To , don me mãsu hankali ba su kasance daga mutãnen ƙarnõnin da suke a gabãninku ba , sunã hani daga ɓarna a cikin ƙasa ? fãce kaɗan daga wanda Muka kuɓutar daga gare su ( sun yi hanin ) . | |
| Hypothesis: To , don me , waɗansu al 'ummõmi daga gabãninku ba su kasance a gabãninku ba , sunã hani daga ɓarna a cikin ƙasa ? fãce kaɗan daga wanda Muka kuɓutar daga gare su ? | |
| ``` | |
| # Results | |
| - BLEU train: 35.88 | |
| - BLEU dev: 38.26 | |
| - BLEU test: 41.11 | |