Improving SCL model for sentiment-transfer learning

NAACL-HLT 2009 - Human Language Technologies: 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Short Papers

Volumn , Issue , 2009, Pages 181-184

  Tan, Songbo ^a   Cheng, Xueqi ^a  

^a INSTITUTE OF COMPUTING TECHNOLOGY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTATIONAL LINGUISTICS; KNOWLEDGE MANAGEMENT;

DOMAIN SPECIFIC; EQUIVALENT WEIGHT; HIGH FREQUENCY DOMAIN; LEARNING MODELS; TRANSFER LEARNING;

FREQUENCY DOMAIN ANALYSIS;

EID: 78650860906     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

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3. Jiang, J., Zhai, C. A Two-Stage Approach to Domain Adaptation for Statistical Classifiers. CIKM 2007.
4. Pang, B., Lee, L. and Vaithyanathan, S. Thumbs up? Sentiment classification using machine learning techniques. EMNLP 2002.
5. Sebastiani, F. Machine learning in automated text categorization. ACM Computing Surveys. 2002, 34(1): 1-47.
6. S. Tan, G. Wu, H. Tang and X. Cheng. A novel scheme for domain-transfer problem in the context of sentiment analysis. CIKM 2007.
7. S. Tan, Y. Wang, G. Wu and X. Cheng. Using unlabeled data to handle domain-transfer problem of semantic detection. SAC 2008.
8. S. Tan, X. Cheng, Y. Wang and H. Xu. Adapting Naive Bayes to Domain Adaptation for Sentiment Analysis. ECIR 2009.
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10. Turney, P. D. Thumbs Up or Thumbs Down? Semantic Orientation Applied to Unsupervised Classification of Reviews. ACL 2002.