Reading List

Year	Paper	Link
2004	Hu, M. and B. Liu. Mining and summarizing customer reviews. In Proceedings of ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2004), 2004.	[PDF]
2005	Liu, B., M. Hu, and J. Cheng. Opinion observer: analyzing and comparing opinions on the web. In Proceedings of International Conference on World Wide Web (WWW-2005), 2005.	[PDF]
	Popescu, A. and O. Etzioni. Extracting product features and opinions from reviews. In Proceedings of Conference on Empirical Methods in Natural Language Processing (EMNLP-2005), 2005.	[PDF]
2006	Zhuang, L., F. Jing, and X. Zhu. Movie review mining and summarization. In Proceedings of ACM International Conference on Information and Knowledge Management (CIKM-2006), 2006.	[PDF]
2007	Liu, Y., X. Huang, A. An, and X. Yu. ARSA: a sentiment-aware model for predicting sales performance using blogs. In Proceedings of ACM SIGIR Conf. on Research and Development in Information Retrieval (SIGIR-2007), 2007.	[PDF]
	Mei, Q., X. Ling, M. Wondra, H. Su, and C. Zhai. Topic sentiment mixture: modeling facets and opinions in weblogs. In Proceedings of International Conference on World Wide Web (WWW-2007), 2007.	[PDF]
2008	Ding, X., B. Liu, and P. Yu. A holistic lexicon-based approach to opinion mining. In Proceedings of the Conference on Web Search and Web Data Mining (WSDM-2008), 2008.	[PDF]
	Lu, Y. and C. Zhai. Opinion integration through semi-supervised topic modeling. In Proceedings of International Conference on World Wide Web (WWW-2008), 2008.	[PDF]
	Titov, I. and R. McDonald. A joint model of text and aspect ratings for sentiment summarization. In Proceedings of Annual Meeting of the Association for Computational Linguistics (ACL-2008), 2008.	[PDF]
2009	Jin, W. and H. Ho. A novel lexicalized HMM-based learning framework for web opinion mining. In Proceedings of International Conference on Machine Learning (ICML-2009), 2009.	[PDF]
	Lin, C. and Y. He. Joint sentiment/topic model for sentiment analysis. In Proceedings of ACM International Conference on Information and Knowledge Management (CIKM-2009), 2009.	[PDF]
	Lu, Y., C. Zhai, and N. Sundaresan. Rated aspect summarization of short comments. In Proceedings of International Conference on World Wide Web (WWW-2009), 2009.	[PDF]
	Qiu, G., B. Liu, J. Bu, and C. Chen. Expanding domain sentiment lexicon through double propagation. In Proceedings of International Joint Conference on Artificial Intelligence (IJCAI-2009), 2009.	[PDF]
	Wu, Y., Q. Zhang, X. Huang, and L. Wu. Phrase dependency parsing for opinion mining. In Proceedings of Conference on Empirical Methods in Natural Language Processing (EMNLP-2009), 2009.	[PDF]
	Balahur, A., & Steinberger, R. (2009). Rethinking Sentiment Analysis in the News: from Theory to Practice and back. Proceeding of WOMSA.	[PDF]
2010	Brody, S. and S. Elhadad. An unsupervised aspect-sentiment model for online reviews. In Proceedings of The 2010 Annual Conference of the North American Chapter of the ACL, 2010.	[PDF]
	Wang, H., Y. Lu, and C. Zhai. Latent aspect rating analysis on review text data: a rating regression approach. In Proceedings of ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2010), 2010.	[PDF]
	Zhao, W., J. Jiang, H. Yan, and X. Li. Jointly modeling aspects and opinions with a MaxEnt-LDA hybrid In Proceedings of Conference on Empirical Methods in Natural Language Processing (EMNLP-2010), 2010.	[PDF]
2011	He, Yulan, Chenghua Lin, and Harith Alani. "Automatically extracting polarity-bearing topics for cross-domain sentiment classification." (2011).	[PDF]
	Hai, Z., Chang, K., & Kim, J. J. (2011). Implicit feature identification via co-occurrence association rule mining. In Computational Linguistics and Intelligent Text Processing (pp. 393-404). Springer Berlin Heidelberg.	[PDF]
	Jo, Y. and A. Oh. Aspect and sentiment unification model for online review analysis. In Proceedings of the Conference on Web Search and Web Data Mining (WSDM-2011), 2011.	[PDF]
2013	Gupta, N. (2013). Tagging Opinion Phrases and their Targets in User Generated Textual. WASSA 2013, 75.	[PDF]
	Lazaridou, A., Titov, I., & Sporleder, C. A Bayesian Model for Joint Unsupervised Induction of Sentiment, Aspect and Discourse Representations. The 51th Annual Meeting of the Association for Computational Linguistics (ACL-2013). Sofia, Bulgaria 2013.	[PDF]
	Liheng Xu, Kang Liu, Siwei Lai, Yubo Chen, Jun Zhao: Mining Opinion Words and Opinion Targets in a Two-Stage Framework. ACL (1) 2013: 1764-1773	[PDF]
	Yang, B., & Cardie, C. (2013). Joint inference for fine-grained opinion extraction. In Proceedings of ACL.	[PDF]