Exploring clustering of Philippine languages in multilingual neural machine translation

• Main Author: Coronia, Jeremy Dale O
• Format: text
• Language: English
• Published: Animo Repository 2022
• Subjects: Natural language processing (Computer science); Philippine languages > Machine translating; Computer Sciences
• Online Access: https://animorepository.dlsu.edu.ph/etdm_softtech/4; https://animorepository.dlsu.edu.ph/cgi/viewcontent.cgi?article=1006&context=etdm_softtech
• Institution: De La Salle University

Multilingual neural machine translation (MNMT) is a single model capable of translating several language directions. This has been shown to aid in translating low-resource languages such as Philippine languages. Moreover, there is also the empirical observation that clustering linguistically similar...