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The majority of online reviews consist of plain-text feedback together with a single numeric score.
A coefficient of agreement for nominal scales
J. Cohen · 1960
Earlier work this paper cites.
Predicting the semantic orientation of adjectives
V. Hatzivassiloglou and K. McKeown · 1997
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Thumbs up or thumbs down? semantic orientation applied to unsupervised classification of reviews
P. Turney · 2002
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Latent dirichlet allocation
D. Blei, A. Ng, and M. Jordan · 2003
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Lexrank: Graph-based centrality as salience in text summarization
G. Erkan and D. Radev · 2004
Earlier work this paper cites.
Mining and summarizing customer reviews
M. Hu and B. Liu · 2004
Earlier work this paper cites.
Pulse: Mining customer opinions from free text
M. Gamon, A. Aue, S. Corston-Oliver, and E. Ringger · 2005
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Extracting product features and opinions from reviews
A. Popescu and O. Etzioni · 2005
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Large margin methods for structured and interdependent output variables
I. Tsochantaridis, T. Joachims, T. Hofmann, and Y. Altun · 2005
Earlier work this paper cites.
Multi-document summarization of evaluative text
R. Ng and A. Pauls · 2006
Earlier work this paper cites.
The Netflix prize
J. Bennett and S. Lanning · 2007
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Multiple aspect ranking using the good grief algorithm
B. Snyder and R. Barzilay · 2007
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Building a sentiment summarizer for local service reviews
S. Blair-Goldensohn, T. Neylon, K. Hannan, G. Reis, R. McDonald, and J. Reynar · 2008
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Old wine or warm beer: Target-specific sentiment analysis of adjectives
A. Fahrni and M. Klenner · 2008
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A joint model of text and aspect ratings for sentiment summarization
I. Titov and R. McDonald · 2008
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Modeling online reviews with multi-grain topic models
I. Titov and R. McDonald · 2008
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Multi-facet rating of product reviews
S. Baccianella, A. Esuli, and F. Sebastiani · 2009
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Learning graph matching
T. Caetano, J. McAuley, L. Cheng, Q. Le, and A. Smola · 2009
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Semi-supervised polarity lexicon induction
D. Rao and D. Ravichandran · 2009
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Learning structural SVMs with latent variables
C.-N. Yu and T. Joachims · 2009
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An unsupervised aspect-sentiment model for online reviews
S. Brody and N. Elhadad · 2010
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A segmented topic model based on the two-parameter poisson-dirichlet process
L. Du, W. Buntine, and H. Jin · 2010
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Capturing the stars: predicting ratings for service and product reviews
N. Gupta, G. Di Fabbrizio, and P. Haffner · 2010
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Online learning for latent dirichlet allocation
M. Hoffman, D. Blei, and F. Bach · 2010
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Beyond the stars: Improving rating predictions using review text content
G. Ganu, N. Elhadad, and A. Marian · 2009
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Matrix factorization techniques for recommender systems
Y. Koren, R. Bell, and C. Volinsky · 2009
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Sentiment summarization: evaluating and learning user preferences
K. Lerman, S. Blair-Goldensohn, and R. McDonald · 2009
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Joint sentiment/topic model for sentiment analysis
C. Lin and Y. He · 2009
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Rated aspect summarization of short comments
Y. Lu, C. Zhai, and N. Sundaresan · 2009
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Generating high-coverage semantic orientation lexicons from overtly marked words and a thesaurus
S. Mohammad, C. Dunne, and B. Dorr · 2009
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The viability of web-derived polarity lexicons
L. Velikovich, S. Blair-Goldensohn, K. Hannan, and R. McDonald · 2010
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Jointly modeling aspects and opinions with a MaxEnt-LDA hybrid
W. Zhao, J. Jiang, H. Yan, and X. Li · 2010
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Aspect and sentiment unification model for online review analysis
Y. Jo and A. Oh · 2011
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Exploiting coherence for the simultaneous discovery of latent facets and associated sentiments
H. Lakkaraju, C. Bhattacharyya, I. Bhattacharya, and S. Merugu · 2011
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Multi-aspect sentiment analysis with topic models
B. Lu, M. Ott, C. Cardie, and B. Tsou · 2011
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Learning attitudes and attributes from multi-aspect reviews
J. McAuley, J. Leskvec, and D. Jurafsky · 2012
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