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Developed by Helsinki-NLP
This is a neural machine translation model for translating from South Slavic languages to English, supporting multiple South Slavic languages to English translation.
Downloads 4,650
Release Time : 4/13/2022

Model Overview

This model is part of the OPUS-MT project, specifically designed for machine translation tasks from South Slavic languages (including Bulgarian, Bosnian, Croatian, etc.) to English.

Model Features

Multilingual support
Supports translation from multiple South Slavic languages to English, including Bulgarian, Bosnian, Croatian, etc.
High-performance translation
Performs excellently on multiple test sets, with BLEU scores ranging from 23.5 to 66.5, depending on the language pair.
Open-source license
Uses the cc-by-4.0 license, allowing for broad commercial and research use.

Model Capabilities

Bulgarian to English translation
Bosnian to English translation
Croatian to English translation
Macedonian to English translation
Slovenian to English translation
Serbian to English translation

Use Cases

Multilingual translation services
South Slavic document translation
Translate documents from South Slavic languages such as Bulgarian, Croatian, etc. into English.
On the flores101-devtest dataset, the BLEU score for Bulgarian to English is 42.0.
Multilingual content localization
Localize website or app content from South Slavic languages into English.
On the tatoeba-test-v2021-08-07 dataset, the BLEU score for Bosnian to English is 66.5.
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