File size: 1,148 Bytes
78aa4ee |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 |
## ENGLISH TO SWAHILI
Author: Sackey Freshia
## DATA
SAWA corpus - A parallel English-Kiswahili corpus (Guy De Pauw, Peter Waiganjo Wagacha, Gilles-Maurice de Schryver)
Link to corpus details - https://www.aclweb.org/anthology/W09-0702/
Corpus details:
English words: 542.1k
Swahili words: 442.9k
English Sentences - 33.6k
Swahili sentences - 33.6k
## Model
Default Masakhane transformer model (Using JoeyNMT)
Link to model:
```sh
https://drive.google.com/open?id=1QRltbbrPCR1r5_8bDrB5KzZr3KjAxiyT
```
## Analysis
Example 1
```sh
Source: span
Reference: shibiri
Hypothesis: kipingo
```
Example 2
```sh
Source: administer
Reference: amuru
Hypothesis: msimamizi
```
Example 3
```sh
Source: Then as to Samood, they were destroyed by an excessively severe punishment.
Reference: Basi Thamudi waliangamizwa kwa balaa kubwa mno.
Hypothesis: Basi walipo angamizwa kwa Haki waliangamizwa kwa adhabu ya Moto ulio dhaahiri.
```
Example 4
```sh
Source: You do not believe but say,
Reference: Hamjaamini, lakini semeni:
Hypothesis: Hauamini ila husema:
```
## RESULTS
- BLEU train: 15.60
- BLEU dev: 15.00
- BLEU test: 3.60
|