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Oftentimes, encoder models are pretrained using techniques like masked language modeling, which masks parts of the input sequence and forces the model to create more meaningful representations.
F
feature extraction
The process of selecting and transforming raw data into a set of features that are more informative and useful for machine learning algorithms.