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Cadene avatar Cadene commented on May 28, 2024 1

@gkv91

The dictionary of all the words that can be associated to an embedding is available here.

As it contains too much word for my task, I prefer to reduce it / create my own.

Also, note that the skipthought model was trained using its own embedding layer initialized with the word2vec embeddings.

from skip-thoughts.torch.

Cadene avatar Cadene commented on May 28, 2024

Is this sufficient?
https://github.com/Cadene/skip-thoughts.torch/tree/master/pytorch#quick-example

from skip-thoughts.torch.

gkv91 avatar gkv91 commented on May 28, 2024

So first we need to make a vocabulary of all the possible words?. Instead of making a vector of word indices (eg. [1,2,3,4,0] in the example), can I use the word2vec embeddings (input as a 5x300 tensor)?

from skip-thoughts.torch.

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