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Word2vec Skip-Gram Dimensionality Selection via Sequential Normalized Maximum Likelihood
In this paper, we propose a novel information criteria-based approach to select the dimensionality of the word2vec Skip-gram (SG). From the perspective of the probability theory, SG is considered as an implicit probability distribution estimation under the assumption that there exists a true context...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
MDPI
2021
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8391962/ https://www.ncbi.nlm.nih.gov/pubmed/34441136 http://dx.doi.org/10.3390/e23080997 |