Isotonic Conditional Random Fields and Local Sentiment Flow

NIPS 2006: Proceedings of the 19th International Conference on Neural Information Processing Systems

Volumn , Issue , 2006, Pages 961-968

  Mao, Yi ^a   Lebanon, Guy ^b  

^a PURDUE UNIVERSITY   (United States)

^b PURDUE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CONVEX OPTIMIZATION; RANDOM PROCESSES; TEXT PROCESSING;

CONVEX OPTIMIZATION PROBLEMS; ISOTONIC REGRESSION; ITS APPLICATIONS; MOBIUS TRANSFORM; MODEL APPLICATION; ORDINAL SEQUENCE; RANDOM FIELDS; SIMPLE++; TEXT ANALYSIS; TEXT SUMMARISATION;

FORECASTING;

EID: 80053243813     PISSN: None     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.