Opus-mt-en-ee Open-Source English to Ewe Translation Model

Opus Mt En Ee

Developed by Helsinki-NLP

This is a Transformer-based machine translation model for English to Ewe, developed by the Helsinki-NLP team.

Downloads 38

Release Time : 3/2/2022

Model Overview

This model is specifically designed for translating English text into Ewe, using the transformer-align architecture and trained on OPUS datasets.

Transformer-based architecture

Utilizes the transformer-align architecture to effectively handle long-range dependencies and improve translation quality.

Standardized preprocessing

Employs standardization and SentencePiece for text preprocessing to enhance the model's generalization capability.

Multi-dataset training

Trained on multi-source datasets such as OPUS, covering a wide range of translation scenarios.

English to Ewe text translation

Supports standardized text input

Supports batch translation

Language translation

Document translation

Translate English documents into Ewe for cross-language document processing.

Achieved a BLEU score of 38.2 on the JW300 test set.

Daily conversation translation

Used for translating daily conversations between English and Ewe.

Achieved a BLEU score of 6.0 on the Tatoeba test set.

Testset	BLEU	chr - F
JW300.en.ee	38.2	0.591
Tatoeba.en.ee	6.0	0.347

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