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Opus Mt Cs De
opus-mt-cs-de is a machine translation model based on the Transformer architecture, specifically designed for translating Czech (cs) to German (de). The model was developed by the Natural Language Processing team at the University of Helsinki and trained on the OPUS dataset.
Downloads 130
Release Time : 3/2/2022
Model Overview
This model is primarily used for Czech-to-German machine translation tasks, suitable for applications such as text translation and cross-language information retrieval.
Model Features
Transformer-based Architecture
Utilizes the advanced Transformer architecture to effectively capture long-range dependencies in language, improving translation quality.
Standardized Preprocessing
Employs standardization and SentencePiece for text preprocessing to ensure input data uniformity and efficient model processing.
Multi-test Set Validation
Performance evaluated on multiple public test sets (e.g., newssyscomb2009, newstest2009) with stable results.
Model Capabilities
Czech-to-German Text Translation
Cross-language Information Retrieval
Use Cases
Text Translation
News Translation
Translates Czech news articles into German for German-speaking readers.
Achieved a BLEU score of 24.8 on the newstest2013 dataset.
Daily Conversation Translation
Translates Czech daily conversations into German for cross-language communication.
Achieved a BLEU score of 51.6 on the Tatoeba dataset.
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