Multi-Task Learning to perform two separate classifaction tasks on the same training data

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I am looking to train a model that is capable of performing text classification for two different types of classes for the same training data.

I.e. my training data has two labels ‘Class1’ and ‘Class2’. I would like a model that is able to optimize error classification on both simultaneously.

Any leads as to how this can be done?

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