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About Model With One-Word Context: 2vec 2vec 2vec 2vec
word2vec is not a single algorithm but a family of algorithms. It contains two distinct models (CBOW and skip-gram) with variations that amount to a small space of algorithms. word2vec is also not deep learning as both CBOW and skip-gram are shallow neural models aimed at efficiency over complexity. Mikolov recommends using skip-gram with negative sampling as it performs best on analogy tasks.
Detailed Information
| Author: | ['Jun Wang'] |
|---|---|
| Publication Year: | 2018 |
| Pages: | 17 |
| Language: | English |
| Format: | |
| Price: | FREE |
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