Isotonic conditional random fields and local sentiment flow

Advances in Neural Information Processing Systems

Volumn , Issue , 2007, Pages 961-968

  Mao, Yi ^a   Lebanon, Guy ^a  

^a PURDUE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CONDITIONAL RANDOM FIELD; CONVEX OPTIMIZATION PROBLEMS; ISOTONIC REGRESSION; ORDINAL SEQUENCE; TEXT ANALYSIS; TEXT SUMMARIZATION;

CONTENT BASED RETRIEVAL; CONVEX OPTIMIZATION; FORECASTING; RANDOM PROCESSES;

IMAGE SEGMENTATION;

EID: 48449086001     PISSN: 10495258     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (6)

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2. B. Pang and L. Lee. Seeing stars: Exploiting class relationships for sentiment categorization with respect to rating scales. In Proceedings of ACL-05.
3. J. Lafferty, F. Pereira, and A. McCallum. Conditional random fields: Probabilistic models for segmenting and labeling sequence data. In International Conference on Machine Learning, 2001.
4. R. E. Barlow, D.J. Bartholomew, J. M. Bremner, and H. D. Brunk. Statistical inference under order restrictions; the theory and application of isotonic regression. Wiley, 1972.
5. R. P. Stanley. Enumerative Combinatorics. Wadsworth & Brooks/Cole Mathematics Series, 1986.
6. B. Pang and L. Lee. A sentimental education: Sentiment analysis using subjectivity summarization based on minimum cuts. In Proceedings of ACL-04.