https://github.com/hemangjoshi37a/custom_dataset_german_to_english_translation_with_transformer
This project, developed at the Technion - Israel Institute of Technology, focuses on creating a custom dataset and implementing a Transformer model for German to English translation. The goal is to achieve high-quality translations with a minimum BLEU score of 35% on the validation set.
https://github.com/hemangjoshi37a/custom_dataset_german_to_english_translation_with_transformer
bleu-score custom-dataset german-to-english language-model machine-learning neural-network nlp text-processing transformer translation
Last synced: 4 days ago
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This project, developed at the Technion - Israel Institute of Technology, focuses on creating a custom dataset and implementing a Transformer model for German to English translation. The goal is to achieve high-quality translations with a minimum BLEU score of 35% on the validation set.
- Host: GitHub
- URL: https://github.com/hemangjoshi37a/custom_dataset_german_to_english_translation_with_transformer
- Owner: hemangjoshi37a
- Created: 2023-04-02T06:58:15.000Z (over 2 years ago)
- Default Branch: main
- Last Pushed: 2024-09-22T09:29:31.000Z (about 1 year ago)
- Last Synced: 2024-11-22T05:29:43.365Z (11 months ago)
- Topics: bleu-score, custom-dataset, german-to-english, language-model, machine-learning, neural-network, nlp, text-processing, transformer, translation
- Language: Jupyter Notebook
- Homepage: https://hjlabs.in
- Size: 10.4 MB
- Stars: 2
- Watchers: 2
- Forks: 0
- Open Issues: 0