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Updated: Mar 8, 2026

A Psychophysics Paradigm for the Collection and Analysis of Similarity Judgments
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A Psychophysics Paradigm for the Collection and Analysis of Similarity Judgments

Published on: March 1, 2022

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神经主题对超球的建模:使用·米塞斯-费舍尔混合物进行球形表示学习

Dayu Guo1, Zhiwen Luo2, Nizar Bouguila2

  • 1Guangdong Provincial/Zhuhai Key Laboratory IRADS and Department of Computer Science, Beijing Normal-Hong Kong Baptist University, Zhuhai, Guangdong, 519087, China.

Neural networks : the official journal of the International Neural Network Society
|March 6, 2026
PubMed
概括

这项研究引入了一个新的神经主题模型,使用超球几何学来更好地分析文本. ·米塞斯-菲舍尔混合神经变异主题模型 (vMNVTM) 提高了词嵌入中的主题连贯性和可解释性.

关键词:
超球形的词嵌入.神经主题模型 (NTM)变化自编码器 (VAE) 是一个变化自编码器.·米塞斯-费舍尔分销公司

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