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Opus Mt En Cpf
This is a machine translation model based on the Transformer architecture, supporting translation from English to various Creole and Pidgin mixed languages, including Antillean Creole, Haitian Creole, and Mauritian Creole.
Downloads 37
Release Time : 3/2/2022
Model Overview
This model specializes in translation tasks from English to Creole and Pidgin mixed languages, utilizing standardized preprocessing and SentencePiece tokenization techniques, with support for multi-target language output.
Model Features
Multi-Target Language Support
Supports translation from English to three Creole and Pidgin mixed languages, including Antillean Creole, Haitian Creole, and Mauritian Creole.
Standardized Preprocessing
Uses standardized preprocessing and SentencePiece tokenization (spm32k) to enhance translation quality.
Target Language Identifier
Controls output language by adding target language identifiers (e.g., >>gcf_Latn<<) at the beginning of sentences.
Model Capabilities
English-to-Creole text translation
Multi-language target output
Supports three Creole and Pidgin mixed language variants
Use Cases
Language Services
Creole Content Localization
Translates English content into Haitian Creole and other languages for localization services.
Achieved a BLEU score of 25.7 on the Haitian Creole test set.
Multilingual Communication Assistance
Helps English speakers communicate with Creole speakers across languages.
Achieved a high BLEU score of 80.1 on the Mauritian Creole test set.
Education
Language Learning Assistance
Serves as an auxiliary tool for English learners studying Creole languages.
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