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A new evaluation framework for topic modeling algorithms based on synthetic corpora.
Hanyu Shi
Martin Gerlach
Isabel Diersen
Doug Downey
Luis A. Nunes Amaral
Published in:
AISTATS (2019)
Keyphrases
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evaluation framework
topic modeling
learning algorithm
text corpora
databases
benchmark datasets
topic models
evaluation metrics
evaluation process
data mining
knowledge base
feature space
information retrieval systems
latent dirichlet allocation
evaluation methodology