| # Hausa to English | |
| Author: Moshooo O. Yekini | |
| ## 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/open?id=1q8gPqJM8NGLuweosN1aqRnMxnOywrZM7) | |
| - Updates on future experiments and other methods can be seen [here](https://github.com/wallmosh/masakhane/blob/master/ha-en/opus_ha_en_baseline/Hausa_English_NMT.ipynb) | |
| ## Analysis | |
| Example 0 | |
| ```sh | |
| Source: " Ka dũba yadda Muke sarrafa ãyõyi , tsammãninsu sunã fahimta ! " | |
| Reference: Note how We explain the revelations , so that they may understand . ” | |
| Hypothesis: See how We make clear signs so that they may understand . | |
| ``` | |
| Example #1 | |
| ```sh | |
| Source: Dã Mun so , dã Mun mayar da shi ruwan zartsi . To don me bã ku gõdẽwa ? | |
| Reference: If We pleased , We would have made it salty ; why do you not then give thanks ? | |
| Hypothesis: If We willed , We would have removed him with water , so why do you not give thanks ? | |
| ``` | |
| Example #2 | |
| ```sh | |
| Source: Kuma waɗanda suka kãfirta da ãyõyinMu , sũ ne ma 'abũta shu 'umci | |
| Reference: and [ as for ] those who are bent on denying the truth of Our revelations , they are the people of the left hand , | |
| Hypothesis: Those who disbelieve in Our signs are the people of the wicked . | |
| ``` | |
| Example #3 | |
| ```sh | |
| Source: Kuma Yanã sassaƙa jirgin cikin natsuwa , kuma a kõ yaushe waɗansu shugabanni daga mutãnensa suka shũɗe a gabansa , sai su yi izgili gare shi . | |
| Reference: And he was building the ship , and every time that chieftains of his people passed him , they made mock of him . | |
| Hypothesis: He will send the ships in the bones , and when the leaders of his people have passed before him , they mock him . | |
| ``` | |
| # Results | |
| - BLEU train: 24.57 | |
| - BLEU dev: 24.95 | |
| - BLEU test: 25.27 | |
| # BPE links: | |
| - https://drive.google.com/open?id=1cdkMb0H0qtGpb82taLJJs9Dj7mAUR8V0 | |