Construct · 1 fields · 1 citations

latent Dirichlet allocation: a standalone construct

One name. One construct. A landmark on the map.

● anchor · a standalone construct Nearest construct by meaning·not indexed

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Natural language processing

a generative probabilistic model in which each document is a mixture of latent topics and each topic is a distribution over words.

In natural language processing, latent Dirichlet allocation refers to a generative probabilistic model in which each document is a mixture of latent topics and each topic is a distribution over words. This meaning comes from Blei (2002) in Advances in Neural Information Processing Systems 14.[1]

Unit
Recovery means
Measured by

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Nearby constructs

allocation3 fields · 4 citationsjingle · one word, three constructs distribution2 fields · 2 citationsjingle · one word, two constructs document1 fields · 3 citationsanchor · a standalone construct

References

Blei, D. M., Ng, A. Y., & Jordan, M. I. (2002). Latent Dirichlet Allocation. In Advances in Neural Information Processing Systems 14 (pp. 601-608). The MIT Press. https://doi.org/10.7551/mitpress/1120.003.0082

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