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## ENGLISH TO SWAHILI |
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Author: Sackey Freshia |
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## DATA |
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SAWA corpus - A parallel English-Kiswahili corpus (Guy De Pauw, Peter Waiganjo Wagacha, Gilles-Maurice de Schryver) |
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Link to corpus details - https://www.aclweb.org/anthology/W09-0702/ |
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Corpus details: |
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English words: 542.1k |
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Swahili words: 442.9k |
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English Sentences - 33.6k |
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Swahili sentences - 33.6k |
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## Model |
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Default Masakhane transformer model (Using JoeyNMT) |
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Link to model: |
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```sh |
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https://drive.google.com/open?id=1QRltbbrPCR1r5_8bDrB5KzZr3KjAxiyT |
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``` |
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## Analysis |
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Example 1 |
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```sh |
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Source: span |
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Reference: shibiri |
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Hypothesis: kipingo |
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``` |
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Example 2 |
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```sh |
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Source: administer |
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Reference: amuru |
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Hypothesis: msimamizi |
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``` |
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Example 3 |
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```sh |
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Source: Then as to Samood, they were destroyed by an excessively severe punishment. |
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Reference: Basi Thamudi waliangamizwa kwa balaa kubwa mno. |
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Hypothesis: Basi walipo angamizwa kwa Haki waliangamizwa kwa adhabu ya Moto ulio dhaahiri. |
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``` |
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Example 4 |
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```sh |
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Source: You do not believe but say, |
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Reference: Hamjaamini, lakini semeni: |
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Hypothesis: Hauamini ila husema: |
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``` |
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## RESULTS |
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- BLEU train: 15.60 |
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- BLEU dev: 15.00 |
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- BLEU test: 3.60 |
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