Fasttext: About pre-trained embeddings from cbow model

Created on 20 Dec 2017  路  3Comments  路  Source: facebookresearch/fastText

Hi,
If pretrained word vectors differ for cbow and skip-gram models, where can I find the vectors produced by cbow model? In the pre-trained model section, I could only find the skip-gram version. If important, I'd like to get them for Turkish especially.

Most helpful comment

Hello @ereday,

Cbow and skipgram are different methods but with the same goal. We chose skipgram in this particular case because it produces better embeddings. I'll close this issue now, but please feel encouraged to reopen it at any time if this doesn't answer your question.

Thanks,
Christian

All 3 comments

Helllo @ereday,

Thank you for your post. Why is it important for you to distinguish between cbow and skipgram? What would you like to do with these embeddings?

Thanks,
Christian

@cpuhrsch for a given word, I want to represent it (by the embedding) based on the context it is used. I for that reason, embeddings generated by cbow is better than other, right?

Hello @ereday,

Cbow and skipgram are different methods but with the same goal. We chose skipgram in this particular case because it produces better embeddings. I'll close this issue now, but please feel encouraged to reopen it at any time if this doesn't answer your question.

Thanks,
Christian

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