Freshia/Kiswahili_MT

NMT for English - Kiswahili ## 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 - aclweb.org 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 drive.google.com ``` ## 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