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Kikongo MT #124

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731 changes: 731 additions & 0 deletions .ipynb_checkpoints/starter_notebook-checkpoint.ipynb

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*.ckpt
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# English to Lingala

Author: Berthine Nyunga Mpinda

## Data

- The JW300 English- Kikongo.

## Model

- Default Masakhane Transformer translation model.

## Analysis

Example 1
```ln
Source: Gone will be the need for hospitals and medications .
Reference: Ke vekala mfunu a tupitalu ko ngatu nlongo .
Hypothesis: O muntu kafwete tambula nzenza ye mboka .

```

Example 2
```ln
Source: Such a circumstance can be very distressing .
Reference: Such a circumstance can be very distressing .
Hypothesis: E diambu diadi dilenda kendalala .
```

Example 3
```ln
Source: If you are unsure of the answers to any of these questions , you may request a copy of the brochure What Does God Require of Us ?
Reference: Nkia nkanikinu miakaka mia Nkand’a Nzambi milenda wokesa e kiese muna nzo ?
Hypothesis: Avo ke tuna ye mvutu za yuvu yayi ko , nga olenda lomba lusadisu lwa finkanda - nkanda O Nzambi Adieyi Kieleka Kevavanga kwa Yeto ? ”
```
# Results
- BLEU dev : 26.69
- BLEU test : 36.28
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