1422 search results - page 11 / 285 » Multirelational Topic Models |
126
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KDD
2004
ACM
16 years 1 days ago
2004
ACM
In a wide range of business areas dealing with text data streams, including CRM, knowledge management, and Web monitoring services, it is an important issue to discover topic tren...
88
Voted
WWW
2008
ACM
16 years 9 days ago
2008
ACM
In this paper, we formally define the problem of topic modeling with network structure (TMN). We propose a novel solution to this problem, which regularizes a statistical topic mo...
318
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ICDE
2006
IEEE
16 years 1 months ago
2006
IEEE
In this paper we present a system for automatically integrating unstructured text into a multi-relational database using state-of-the-art statistical models for structure extracti...
79
Voted
ICML
2007
IEEE
16 years 13 days ago
2007
IEEE
The four-level pachinko allocation model (PAM) (Li & McCallum, 2006) represents correlations among topics using a DAG structure. It does not, however, represent a nested hiera...
84
Voted
ICML
2009
IEEE
16 years 13 days ago
2009
IEEE
Supervised topic models utilize document's side information for discovering predictive low dimensional representations of documents; and existing models apply likelihoodbased...