LEVERAGING STRUCTURAL INFORMATION FOR STATISTICAL TOPIC MODELS OF TEXT

LEVERAGING STRUCTURAL INFORMATION FOR STATISTICAL TOPIC MODELS OF TEXT (2009)

Cached

Download Links

[www.mathstat.dal.ca]

by M. Mahdi Shafiei

BibTeX

@MISC{Shafiei09leveragingstructural,
    author = {M. Mahdi Shafiei},
    title = {LEVERAGING STRUCTURAL INFORMATION FOR STATISTICAL TOPIC MODELS OF TEXT},
    year = {2009}
}

Bookmark

OpenURL

Abstract

Citations

2168	Indexing by latent semantic analysis - Deerwester, Dumais, et al. - 1990
1216	Term-weighting approaches in automatic text retrieval - Salton, Buckley - 1988
912	Data clustering: A review - Jain, Murty, et al. - 1999
839	Machine learning in automated text categorization - Sebastiani - 2002
632	Text classification from labeled and unlabeled documents using - Nigram, McCallum, et al.
545	Probabilistic latent semantic indexing - Hofmann - 1999
513	Bayesian Learning for Neural Networks - Neal - 1996
420	MH: Probability and Statistics - Groot - 1986
372	Finding scientific topics - Griffiths, Steyvers - 2004
340	Selection of relevant features and examples in machine learning - Blum, Langley - 1997
328	Hierarchical Dirichlet processes - Teh, Jordan, et al. - 2006
322	Bayesian hierarchical model for learning natural scene categories - Fei-Fei, Perona, et al.
275	TextTiling: Segmenting text into multi-paragraph subtopic passages - Hearst - 1997
245	Topic models - Blei, Lafferty
216	A constructive definition of Dirichlet priors - Sethuraman - 1994
213	Operations for learning with graphical models - Buntine - 1994
185	Informationtheoretic co-clustering - Dhillon, Mallela, et al. - 2003
184	Biclustering algorithms for biological data analysis: A survey - Madeira, Oliveria
179	Statistical models for text segmentation - Beeferman, Berger, et al. - 1999
177	Survey of clustering data mining techniques - Berkhin - 2002
174	Ribeiro-Neto B: Modern information retrieval The - Baeza-Yates - 1999
159	The missing link - a probabilistic model of document content and hypertext connectivity - Cohn, Hofmann
153	The author-topic model for authors and documents - Rosen-Zvi, Griffiths, et al.
147	A Comparison of Classifiers and Document Representations for the Routing Problem - Schutze, Hull, et al. - 1995
132	Explaining the Gibbs sampler - Casella, George - 1992
104	2004) Subspace clustering for high dimensional data: A review - Lance, Haque, et al.
102	Estimating a Dirichlet distribution - Minka - 2003
96	Discovering object categories in image collections - Sivic, Russell, et al. - 2005
94	Approximate Bayesian inference with the weighted likelihood bootstrap - Newton, Raftery - 1994
89	Integrating topics and syntax - Griffiths, Steyvers, et al. - 2005
87	Lda-based document models for ad-hoc retrieval - Wei, Croft - 2006
85	T.: Probabilistic author-topic models for information discovery - Steyvers, Smyth, et al.
84	A fully bayesian approach to unsupervised part-of-speech tagging - Goldwater, Griffiths - 2007
84	Expectation-propagation for the generative aspect model - Minka, Lafferty - 2002
75	Pachinko allocation: Dag-structured mixture models of topic correlations - Li, McCallum - 2006
74	A critique and improvement of an evaluation metric for text segmentation - Pevzner, Hearst
73	Topics over time: a non-markov continuoustime model of topical trends - Wang, McCallum - 2006
72	Markov chain monte carlo - Gilks - 2005
72	Probabilistic topic models - Steyvers, Griffiths - 2007
66	A hierarchical Dirichlet language model - MacKay, Peto - 1994
59	Mixed-membership models of scientific publications - Erosheva, Fienberg, et al.
55	A survey of dimension reduction techniques - Fodor - 2002
49	Topic modeling: Beyond bag-of-words,” in - Wallach
48	A probabilistic approach to semantic representation. Paper presented at the - Griffiths, Steyvers - 2004
48	Topics in Semantic Representation - Griffiths, Steyvers, et al. - 2007
48	A hierarchical Bayesian language model based on Pitman-Yor processes - Teh - 2006
48	Automatic indexing based on bayesian inference networks - Tzeras, Hartmann - 1993
46	The Wikipedia XML Corpus - Denoyer, Gallinari - 2006
44	Unsupervised prediction of citation influences - Dietz, Bickel, et al.
42	Unsupervised topic modelling for multiparty spoken discourse - Purver, Kording, et al. - 2006