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sicara / easy-few-shot-learning

Ready-to-use code and tutorial notebooks to boost your way into few-shot learning for image classification.
MIT License
1.06k stars 144 forks source link

EasyFSL for text classification #150

Open VihangaAW opened 5 months ago

VihangaAW commented 5 months ago

Thanks for the awesome library. I am trying to use this library for text classification. I am wondering what sort of modifications need to be made to this library in order to perform text classification, apart from changing the backbone model from ResNet to LSTM or a preferred one.

ebennequin commented 5 months ago

Models in EasyFSL can all be applied on feature vectors so it wont change anything, however all Dataset objects (apart from FeaturesDataset are meant for images.

I don't have much experience working on few-shot text classification so I am interested in your experience.