Any sample implementation of Bayesian Neural Network in NLP domain?

TensorFlow General Discussion
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1

I am trying to train a text classification model with the help of the Bayesian Neural Network. But I cannot find any demo implementation on it. Basically I am facing various issues on how to properly prepare data if I want to use it in text classification.

3

Hi @hafiz031 ,

To prepare data for a Bayesian Neural Network in text classification, you need to:

  • Tokenize the text.
  • Normalize and remove stop words.
  • Vectorize the text.
  • Split the data into training, validation, and testing sets.
  • Handle class imbalance if necessary.

Use TensorFlow to build the model and train it on the prepared data. additonally you can refer this documentation for better understanding and functionality .

Hope this helps ,

Thank you