Setswana to English

benchmarks/tn-en/jw300-baseline/README.md

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+# Setswana to English
+
+Author: Tebello Lebesa and Korstiaan Wapenaar
+
+## Data
+
+	- The JW300 English-Setswana dataset.
+
+## Model
+
+- Default Masakhane Transformer translation model.
+- [Link to google drive folder with models](https://drive.google.com/drive/folders/1bRyTQcUVoi2pK2VcLwWH3NHABqErFzYb?usp=sharing)
+
+## Analysis
+
+TO DO
+
+Example 1
+```sh
+	Source:     Mme fa re tlhaloganya se metsi a a tshelang a tla re direlang sone , ga re kitla re bona fela botlhokwa jwa go a nwa mme gape re tla batla go a nwa .
+	Reference:  And when we understand what the living waters can mean for us , not only will we see the need to partake of them but we will also want to drink them .
+	Hypothesis: But if we understand what the living water will do for us , we will not only see the importance of drinking but also want to drink .
+2021-10-10 12:31:06,601 - INFO - joeynmt.training - Example #1
+```
+
+Example 2
+```sh
+	Source:     Ke Boela Lovech
+	Reference:  Coming Back to Lovech
+	Hypothesis: I Find Lovech
+```
+
+Example 3
+```sh
+	Source:     Mo lekgetlhong lengwe , ditsala dingwe tse di rategang tsa ga moaposetoloi Paulo di ile tsa tsamaya sekgala sa dikilometara tse di ka nnang 50 go tswa kwa Efeso go ya kwa Mileto go ya go kopana le ene .
+	Reference:  On one occasion , dear friends of the apostle Paul traveled about 30 miles [ 50 km ] from Ephesus to Miletus to meet him .
+	Hypothesis: On one occasion , some dear associates of the apostle Paul traveled a miles of about 50 miles [ 50 km ] from Ephesus to Mileto to meet him .
+```
+
+Example 4
+```sh
+	Source:     “ Go ne ga isiwa manoko a kola , ga tlhajwa phelehu , ya apewa mme ya   jewa ke botlhe ba ba neng ba le teng .
+	 Reference:  “ Kola nuts were offered , and a ram was slaughtered , boiled , and eaten by all those present .
+	 Hypothesis: “ The smoke was taken , not the phone , was cooked and was eaten by all the present .
+```
+
+
+
+# Results
+
+        BLEU dev : 35.00
+        BLEU test : 41.22
+
+
+## BPE
+
+- [Link to google drive folder with bpes](https://drive.google.com/drive/folders/1qThDEd3jw4fmyfL2CdrKTGslKlN6n3HH?usp=sharing)