Reverse translation model for Swahili to English

benchmarks/sw-en/README.md

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+## ENGLISH TO SWAHILI
+Author:  Sackey Freshia
+## DATA
+
+```sh
+- The JW300 English-Swahili dataset
+```
+
+## Model
+
+Transformer model (Using JoeyNMT)
+
+Link  to model:
+
+```sh
+https://drive.google.com/file/d/1XB00wUjQsZL81GeCLreE5Iclss4m7LgY/view?usp=sharing
+```
+
+## Analysis
+
+Example 1
+```sh
+Source:     Katika mwaka wa 1997 wasichana 90,000 walipata mimba huko Uingereza .
+Reference:  There were almost 90,000 conceptions to teenagers in England in 1997 .
+Hypothesis: In 1997 90,000 girls became pregnant in Britain .
+```
+Example 2
+```sh 
+
+Source:     Lazima ujikakamue kujua kile isemacho Biblia kusudi usadikishwe na kutegemeka kwake .
+Reference:  You must exert yourself to find out what the Bible says so as to be convinced of its reliability .
+Hypothesis: You must decide to know what the Bible says to be convinced and reliable to him .
+```
+Example 3
+```sh
+Source:     Kwenye kituo kikuu katika jiji la Strasbourg , ambalo ni makao ya Mahakama ya Ulaya ya Haki za Kibinadamu , wasafiri walipanga foleni wakisubiri kupata nakala yao .
+Reference:  In Strasbourg , home of the European Court of Human Rights , travelers at the central station line up patiently to receive their copy .
+Hypothesis: At the center in the city of Strasbourg , a European Court of Human Rights , travelers arranged to send up in waiting for their copy .
+```
+Example 4
+```sh
+Source:     Kukumbatia kwingi na busu nyingi .
+Reference:  Lots of hugs and kisses .
+Hypothesis: Membering many and discreet .
+```
+
+## RESULTS
+- BLEU train: 36.14
+- BLEU dev: 36.08
+- BLEU test: 48.79