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Text Classification using ELMo Embeddings (TF HUB) and a Bi-LSTM model.

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Sentiment Classification using ELMo Embeddings

Followed a blog to create bi-LSTM model that that takes ELMo embeddings as inputs.

  • Trained it on GPU.
  • Used Cached tools to fasten the process of getting embeddings.
  • Saved_model format does not work with tf hub models using Lambda layer. (Have to check further)
  • note-to-self: when using TF hub models, have to disable eager execution and default behavior

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Text Classification using ELMo Embeddings (TF HUB) and a Bi-LSTM model.

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