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Opus Mt Wls En

Developed by Helsinki-NLP
A Transformer-based machine translation model for translating Wallisian (wls) to English (en).
Machine Translation
Transformers
 Supports Multiple LanguagesOpen Source License:Apache-2.0#Wallisian translation#Low-resource language#Transformer-based
Downloads 74
Release Time : 3/2/2022

Model Overview

This model is part of the OPUS-MT project, focusing on machine translation from Wallisian to English, utilizing Transformer-align architecture and SentencePiece preprocessing technology.

Model Features

Alignment mechanism
Uses transformer-align architecture to enhance word alignment between source and target languages
Standardized preprocessing
Employs SentencePiece for text normalization to improve translation quality
OPUS dataset
Trained on the multilingual parallel corpus OPUS, covering a wide range of domains

Model Capabilities

Text translation
Cross-language conversion
Sentence-level alignment

Use Cases

Language services
Document translation
Automatically translate Wallisian documents into English
Achieved 31.8 BLEU score on the JW300 test set
Cross-language communication
Assist Wallisian speakers in English communication
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