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Cross Entropy of Neural Language Models at Infinity—A New Bound of the Entropy Rate
Neural language models have drawn a lot of attention for their strong ability to predict natural language text. In this paper, we estimate the entropy rate of natural language with state-of-the-art neural language models. To obtain the estimate, we consider the cross entropy, a measure of the predic...
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| Publicado no: | Entropy (Basel) |
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| Main Authors: | , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
MDPI
2018
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7512401/ https://ncbi.nlm.nih.gov/pubmed/33266563 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e20110839 |
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