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About A Neural Words Encoding Model: Dayiheng Liu Jiancheng LV Xiaofeng Qi and Jiangshu Wei
This document proposes a neural network model called the neural words encoding model. The model encodes words as binary vectors using a deep belief network structure. It differs from traditional deep belief networks in that it has an asymmetric structure with separate encoder and decoder parts. The encoder performs nonlinear transformation to encode words, while the decoder rapidly decodes the encoded words. The model is trained using unlabeled English words to reconstruct the words and learn a unified encoding method, with the outputs of the code layer being binary representation codes of the words.
Detailed Information
| Author: | ['Utkrisht Sahai'] |
|---|---|
| Publication Year: | 2019 |
| Pages: | 5 |
| Language: | English |
| Format: | |
| Price: | FREE |
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