oh, I missed that one from Omer Levy's "debunking word2vec" series. Nice!
On 1 July 2015 at 23:52, Mathieu Blondel <math...@mblondel.org> wrote:
>
>
> On Wed, Jul 1, 2015 at 8:43 PM, Dale Smith <dsm...@nexidia.com> wrote:
>
>> Apparently so; here is a python/cython implementation.
>>
>>
>>
>> http://rare-technologies.com/deep-learning-with-word2vec-and-gensim/
>>
>
> word2vec is *not* deep learning. The skip-gram model has been shown
> recently to reduce to a certain matrix factorization [*]. So it's a shallow
> network with only one hidden layer and without non-linearities.
>
> Mathieu
>
> [*] Neural Word Embedding as Implicit Matrix Factorization by O. Levy and
> Y. Goldberg.
>
>
>
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