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Alexander Kirillov added bf_Abstract_The_word2vec_software__.tex
about 8 years ago
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\bf{Abstract}
The word2vec software of Tomas Mikolov and colleagues1 has gained a lot
of traction lately, and provides state-of-the-art word embeddings. The learning
models behind the software are described in two research papers [1, 2]. We
found the description of the models in these papers to be somewhat cryptic
and hard to follow. While the motivations and presentation may be obvious to
the neural-networks language-modeling crowd, we had to struggle quite a bit to
figure out the rationale behind the equations.
\bf{Can we make this intuition more precise? We’d really like to see something
more formal.}
