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Opus Mt Efi En

Developed by Helsinki-NLP
A Transformer-based machine translation model for translating Efik to English.
Machine Translation
Transformers
 Supports Multiple LanguagesOpen Source License:Apache-2.0#Efik translation#Low-resource language support#Transformer-based
Downloads 15
Release Time : 3/2/2022

Model Overview

This model is part of the OPUS-MT project, specifically designed for Efik-to-English machine translation tasks, utilizing Transformer-align architecture and SentencePiece preprocessing.

Model Features

Alignment mechanism
Uses transformer-align architecture to enhance alignment between source and target languages
Standardized preprocessing
Employs standardization and SentencePiece techniques for text preprocessing
Multi-domain adaptability
Trained on OPUS multilingual datasets with certain domain generalization capabilities

Model Capabilities

Efik-to-English text translation
Handles standardized text input
Generates aligned translation output

Use Cases

Language services
Document translation
Translate Efik documents into English
Achieved 35.4 BLEU score on JW300 test set
Cross-language communication aid
Assists Efik speakers in communicating with English speakers
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