| # English to Luo | |
| Author: Kathleen Siminyu | |
| ## Data | |
| - The JW300 English-Luo dataset. | |
| ## Model | |
| - Default Masakhane Transformer translation model. | |
| - Link to google drive folder with model(https://drive.google.com/drive/folders/19QcELteYcWnlFIhgbgOM5qSRSno5BcKY?usp=sharing) | |
| ## Analysis | |
| Example 1 | |
| ```sh | |
| Source: He had written about the “ restoration of all things of which God spoke through the mouth of his holy prophets of old time . ” | |
| Reference: Noyudo Dunn osendiko wach “ loso gik moko duto odok makare , kaka Nyasaye nowacho gi dho jonabi duto maler nyaka a chakruok piny . ” | |
| Hypothesis: Noyudo osendiko e wi “ weche duto ma Nyasaye ne wuoyo kuome kokalo kuom jonabi maler ma ne okoro chon . ” | |
| ``` | |
| Example 2 | |
| ```sh | |
| Source: Seeing ourselves in the light of what the Scriptures say can indeed be a powerful aid in identifying the intentions of the heart . | |
| Reference: Ka wanonore wawegi kaluwore gi gima Ndiko wacho , mano nyalo konyowa ng’eyo paro manie chunywa . | |
| Hypothesis: Neno kaka Muma wacho nyalo bedo gima duong ’ ahinya e fwenyo chuny ng’ato . | |
| ``` | |
| Example 3 | |
| ```sh | |
| Source: It also gives me more reason to respect him as my father and spiritual head . ” | |
| Reference: Mano bende miyo amedo miye luor kaka wuonwa kendo kaka ng’at matayowa e weche mag lamo . ” | |
| Hypothesis: Bende , omiyo amiyo luor kaka wuonwa kod wiye . ” | |
| ``` | |
| Example 4 | |
| ```sh | |
| Source: Their own willing obedience to what Jehovah requires should demonstrate that God’s rules are reasonable . | |
| Reference: Ka gin giwegi giikore luwo gima Jehova dwaro , mano biro nyiso ni chike Nyasaye gin chike mowinjore kendo inyalo makgi . | |
| Hypothesis: Luwo chike Jehova e yo ma Jehova dwaro ni mondo onyis ni chike Nyasaye owinjore . | |
| ``` | |
| # Results | |
| - BLEU dev: 23.22 | |
| - BLEU test: 32.64 | |