Analyzing Entities and Topics in News Articles Using Statistical Topic Models

2006 ◽  
pp. 93-104 ◽  
Author(s):  
David Newman ◽  
Chaitanya Chemudugunta ◽  
Padhraic Smyth ◽  
Mark Steyvers
Keyword(s):  
Topic Models ◽  
Statistical Topic Models

scholarly journals Statistical topic models for multi-label document classification

2011 ◽  
Vol 88 (1-2) ◽  
pp. 157-208 ◽  
Author(s):  
Timothy N. Rubin ◽  
America Chambers ◽  
Padhraic Smyth ◽  
Mark Steyvers
Keyword(s):  
Topic Models ◽  
Document Classification ◽  
Statistical Topic Models

scholarly journals Subject metadata enrichment using statistical topic models

2007 ◽  
Author(s):  
David Newman ◽  
Kat Hagedorn ◽  
Chaitanya Chemudugunta ◽  
Padhraic Smyth
Keyword(s):  
Topic Models ◽  
Metadata Enrichment ◽  
Statistical Topic Models

The Stability and Usability of Statistical Topic Models

2016 ◽  
Vol 6 (2) ◽  
pp. 1-23
Author(s):  
Yi Yang ◽  
Shimei Pan ◽  
Jie Lu ◽  
Mercan Topkara ◽  
Yangqiu Song
Keyword(s):  
Topic Models ◽  
Statistical Topic Models ◽  
The Stability

Using Topic Models to Extrapolate Subjective Ratings for Psycholinguistic Variables

2013 ◽  
Author(s):  
Pawel Mandera ◽  
Emmanuel Keuleers ◽  
Marc Brysbaert
Keyword(s):  
Topic Models ◽  
Subjective Ratings ◽  
Psycholinguistic Variables

Descending Kernel Track of Static and Dynamic Topic Models in Topic Tracking

2012 ◽  
Vol 23 (5) ◽  
pp. 1100-1119 ◽  
Author(s):  
Yu HONG ◽  
Yu CANG ◽  
Jian-Min YAO ◽  
Guo-Dong ZHOU ◽  
Qiao-Ming ZHU
Keyword(s):  
Topic Models ◽  
Topic Tracking

Supervising topic models with Gaussian processes

2018 ◽  
Vol 77 ◽  
pp. 226-236 ◽  
Author(s):  
Melih Kandemir ◽  
Taygun Kekeç ◽  
Reyyan Yeniterzi
Keyword(s):  
Gaussian Processes ◽  
Topic Models
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