Paramdeep Singh

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How to add embedding layer to vectorize text?

question

I had raised a question regarding using Google Universal Sentence Encoder earlier, but I think that embedding is not yet ready to be used with Ludwig. I would like to ask a question on how I can use any embedding layer to vectorize my text (paragraphs). If...

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How to add Google Universal Sentence encoder layer

I am quite new to this. Let me take a look and try this out.

Classification model not getting trained

help wanted

The performance is not intrinsic to a model, it depends on the dataset. The same model that is 90% accurate on one dataset can be 30% accurate on another, depending on the data.

That said, the size of the model comapred to the amount of data it is trained...

Classification model not getting trained

help wanted

@msaisumanth @w4nderlust
I tried both the approaches - used the YAML file suggested by @msaisumanth and increased the data points to 10,000. But my model has not really improved in performance. Still, the predictions are all 5.

I also...

How to add Google Universal Sentence encoder layer

I would like to add an embedding layer using Google Universal Sentence encoder. How can I do the same in Ludwig?

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