Latent dirichlet allocation
Citations
204 citations
Cites methods from "Latent dirichlet allocation"
...Topics inference was performed on notes using T = 50 topics over the words (W ) in our vocabulary (Blei, Ng, and Jordan 2003; Griffiths and Steyvers 2004)....
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204 citations
204 citations
203 citations
Cites methods from "Latent dirichlet allocation"
...Like other network-based approaches (McGee, Caverlee, and Cheng 2013; Kong, Liu, and Huang 2014), the Li, Wang, and Chang (2012) approach attempts to separate out the location-predicting relationships from those serving other functions in Twitter by using the topics learned in the model to specify…...
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...To uncover all of a user’s home locations, relationships between users and locations are modeled with a supervised extension to Latent Dirichlet Allocation (Blei, Ng, and Jordan 2003)....
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203 citations
References
17,608 citations
16,079 citations
"Latent dirichlet allocation" refers background in this paper
...Finally, Griffiths and Steyvers (2002) have presented a Markov chain Monte Carlo algorithm for LDA....
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...Structures similar to that shown in Figure 1 are often studied in Bayesian statistical modeling, where they are referred to ashierarchical models(Gelman et al., 1995), or more precisely asconditionally independent hierarchical models(Kass and Steffey, 1989)....
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...Structures similar to that shown in Figure 1 are often studied in Bayesian statistical modeling, where they are referred to as hierarchical models (Gelman et al., 1995), or more precisely as conditionally independent hierarchical models (Kass and Steffey, 1989)....
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12,443 citations
"Latent dirichlet allocation" refers methods in this paper
...To address these shortcomings, IR researchers have proposed several other dimensionality reduction techniques, most notably latent semantic indexing (LSI) (Deerwester et al., 1990)....
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...To address these shortcomings, IR researchers have proposed several other dimensionality reduction techniques, most notablylatent semantic indexing (LSI)(Deerwester et al., 1990)....
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12,059 citations
"Latent dirichlet allocation" refers background or methods in this paper
...In the populartf-idf scheme (Salton and McGill, 1983), a basic vocabulary of “words” or “terms” is chosen, and, for each document in the corpus, a count is formed of the number of occurrences of each word....
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...We report results in document modeling, text classification, and collaborative filtering, comparing to a mixture of unigrams model and the probabilistic LSI model....
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7,086 citations