| # English to Tiv | |
| Author: Orevaoghene Ahia | |
| ## Data | |
| - The JW300 English - Tiv dataset. | |
| ## Model | |
| - Default Masakhane Transformer translation model with JoeyNMT (trained for 150 epochs) | |
| - [Link to google drive folder with best model](https://drive.google.com/file/d/1B_rP5oMzaYCZHcRPNJV7vcF2SpzLnRfj/view?usp=sharing) | |
| ## Analysis | |
| Example 1 | |
| ```sh | |
| Source: What will we consider in the following article ? | |
| Reference: Kanyi se time sha mi ke ’ kwaghngeren u a dondo nee ? | |
| Hypothesis: Ka nyi se time sha mi ken ngeren u a dondo nee ? | |
| ``` | |
| Example 2 | |
| ```sh | |
| Source: Published by Jehovah’s Witnesses but now out of print . | |
| Reference: Ka Mbashiada mba Yehova ve gber ú ye , kpa kera ngu hegen ga . | |
| Hypothesis: Ka Mbashiada mba Yehova ve gber u ye , kpa mba gberen u hegen . | |
| ``` | |
| Example 3 | |
| ```sh | |
| Source: But another scroll was opened ; it is the scroll of life . | |
| Reference: Nahan i bugh uruamabera . I shi i bugh ruamabera ugen kpaa , ka ruamabera u uma je la . | |
| Hypothesis: Kpa i bugh ruamabera ugen ; ka ihyurenruamabera i uma je la . | |
| ``` | |
| Example 4 | |
| ```sh | |
| Source: You cannot slave for God and for Riches . ” | |
| Reference: Ne fatyô u eren Aôndo tom kua inyaregh kpaa ga . ” | |
| Hypothesis: Ne fatyô u eren Aôndo tom kua inyaregh kpaa ga . ” | |
| ``` | |
| # Results | |
| - BLEU dev : 30.29 | |
| - BLEU test : 44.70 | |