374 search results - page 9 / 75 » Modeling Chinese Documents with Topical Word-Character Model... |
141
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MSR
2011
ACM
14 years 2 months ago
2011
ACM
Studying the evolution of topics (collections of co-occurring words) in a software project is an emerging technique to automatically shed light on how the project is changing over...
IRAL
2000
ACM
15 years 4 months ago
2000
ACM
Spoken document retrieval (SDR) has been extensively studied in recent years because of its potential use in navigating large multimedia collections in the near future. This paper...
PKDD
2010
Springer
14 years 10 months ago
2010
Springer
Latent Dirichlet allocation is a fully generative statistical language model that has been proven to be successful in capturing both the content and the topics of a corpus of docum...
106
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ICML
2006
IEEE
16 years 13 days ago
2006
IEEE
A family of probabilistic time series models is developed to analyze the time evolution of topics in large document collections. The approach is to use state space models on the n...
109
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ICDM
2007
IEEE
15 years 6 months ago
2007
IEEE
Statistical topic models such as the Latent Dirichlet Allocation (LDA) have emerged as an attractive framework to model, visualize and summarize large document collections in a co...