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Multi-task Training mUSE
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Classroom Contents
All You Need to Know on Multilingual Sentence Vectors - 1 Model, 50+ Languages
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- 1 Intro
- 2 Multilingual Vectors
- 3 Multi-task Training mUSE
- 4 Multilingual Knowledge Distillation
- 5 Knowledge Distillation Training
- 6 Visual Walkthrough
- 7 Parallel Data Prep
- 8 Choosing a Student Model
- 9 Initializing the Models
- 10 ParallelSentencesDataset
- 11 Loss and Fine-tuning
- 12 Model Evaluation
- 13 Outro
