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nateraw avatar nateraw commented on August 21, 2024

It seems other people, including myself, are also experiencing your issue of the topic/document embeddings not training properly. As for your other issue...

Take a look at these 2 links to Chris Moody's repository. He doesn't name it f_embed, but it is the same variable I believe.

https://github.com/cemoody/lda2vec/blob/master/examples/twenty_newsgroups/data/preprocess.py

https://github.com/cemoody/lda2vec/blob/master/lda2vec/corpus.py

In preprocess.py, we see he passes google news embeddings to a function to return the pretrained embeddings.

By googling 'GoogleNews-vectors-negative300.bin' you can find a place to download it.

from lda2vec-tf.

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