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Improving Latent Dirichlet Allocation: On Reliability of the Novel Method LDAPrototype
A large number of applications in text data analysis use the Latent Dirichlet Allocation (LDA) as one of the most popular methods in topic modeling. Although the instability of the LDA is mentioned sometimes, it is usually not considered systematically. Instead, an LDA is often selected from a small...
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| 發表在: | Natural Language Processing and Information Systems |
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| Main Authors: | , , |
| 格式: | Artigo |
| 語言: | Inglês |
| 出版: |
2020
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| 主題: | |
| 在線閱讀: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7298183/ https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/978-3-030-51310-8_11 |
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