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Pre training approaches - PowerPoint PPT Presentation

Pre-training and transfer learning

Pre-training and transfer learning. Real-life challenges in NLP tasks. Deep learning methods are data-hungry >50K data items needed for training The distributions of the source and target data must be the same Labeled data in the target domain may be limited

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Pre training approaches - PowerPoint PPT Presentation

Pre-training and transfer learning