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renewable

Text Classification
Transformers
PyTorch
roberta
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xet
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3

Separately tag references to EV?

#3
by ambarnag - opened
Discussion
ambarnag

Hi Team,
Congratulations on publishing a very useful model for environmental policy analysis! After running the model on a subnational policy document for India I found that the sentences classified as renewable ('LABEL_1') are of two types:

  1. Direct references to renewable energy (RE) in general or to technologies like Solar, Wind, Hydro etc.
  2. References to EV (electric vehicles) which indirectly relate to RE but do not contain direct reference to RE

Is it possible to retrain the model to separately classify these two types of sentences? Also, any chance the training dataset has enough cases to allow splitting by RE technology (Solar, Wind, Hydro...)?

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