Good morning,

I would like to represent a document by the sum of it weighted embedding .

I use:

- batch_size of 128
- documents that each contains 1000 words
- embedding size of 300

Which add up to 128x1000x300 tensor. We’ll mark as E.

*I use batch_size of 128

- I have 1000 weights. That corresponding with the word document from the first tensor.

Which add up to 128x1000 tensor. We’ll mark as W.

For every word in the document I want to multiply it by the corresponding weight. This means multiplying all 300 embedding components at the same weight.

I would be grateful if you could help me with that.

Thank you,

Ortal