Sentiment Symposium Tutorial: Bibliography

Andreevskaia, Alina and Sabine Bergler. 2006. Mining WordNet for a fuzzy sentiment: Sentiment tag extraction from WordNet glosses. In Proceedings of the European Chapter of the Association for Computational Linguistics.

Anscombe, Francis John. 1973. Graphs in statistical analysis. American Statistician 27: 17-21.

Sitaram Asur and Bernardo A. Huberman. 2010. Predicting the future with social media. arXiv:1003.5699v1.

Baccianella, Stefano, Andrea Esuli, and Fabrizio Sebastiani. 2010. SentiWordNet 3.0: an enhanced lexical resource for sentiment analysis and opinion mining. In Proceedings of the Seventh Conference on International Language Resources and Evaluation, 2200-2204. European Language Resources Association.

Blair-Goldensohn, Sasha; Kerry Hannan; Ryan McDonald; Tyler Neylon; George A. Reis; and Jeff Reynar. 2008. Building a sentiment summarizer for local service reviews. In WWW Workshop on NLP in the Information Explosion Era. Beijing, China.

Bollen, Johan; Huina Mao; and Xiao-Jun Zeng . 2010. Twitter mood predicts the stock market. arXiv:1010.3003v1.

Cleveland, W. S. and R. McGill. 1984. Graphical perception: theory, experimentation, and application to the development of graphical methods. Journal of the American Statistical Association 79: 531-554

Constant, Noah; Christopher Davis; Christopher Potts; and Florian Schwarz. 2009. The pragmatics of expressive content: Evidence from large corpora. Sprache und Datenverarbeitung 33: 5-21.

Danescu-Niculescu-Mizil, Cristian; Gueorgi Kossinets; Jon Kleinberg; and Lillian Lee. 2009. How opinions are received by online communities: a case study on helpfulness votes. In Proceedings of WWW. ACL.

Sanjiv Das and Mike Chen. 2001. Yahoo! for Amazon: extracting market sentiment from stock message boards. In Proceedings of the 8th Asia Pacific Finance Association Annual Conference.

Deerwester, S.; S. T. Dumais; G. W. Furnas; T. K. Landauer; and R. Harshman. 1990. Indexing by latent semantic analysis. Journal of the American Society for Information Science 41: 391-407.

de Marneffe, Marie-Catherine and Christopher D. Manning. 2006. Stanford typed dependencies manual.

Eckert, Penelope. 2008. Variation and the indexical field. Journal of Sociolinguistics 12: 453-476.

Ekman, Paul. 1985. Telling Lies: Clues to Deceit in the Marketplace, Politics, and Marriage. New York: Norton.

Esuli, Andrea and Fabrizio Sebastiani. 2006. SentiWordNet: a publicly available lexical resource for opinion mining. In Proceedings of the 5th Conference on Language Resources and Evaluation, 417-422 Genova.

Fellbaum, Christiane. 1998. WordNet: An Electronic Database. Cambridge, MA: MIT Press.

Ghose, Anindya; Panagiotis Ipeirotis; and Arun Sundararajan. 2007. Opinion mining using econometrics: a case study on reputation systems. In Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics. Prague: ACL.

Godbole, Namrata; Manjunath Srinivasaiah; and Steven Skiena. 2007. Large-scale sentiment analysis for news and blogs. In Proceedings of the International Conference on Weblogs and Social Media.

Harris, Jesse A. and Christopher Potts. 2009. Perspective-shifting with appositives and expressives. Linguistics and Philosophy 32: 523-552.

Heer, Jeffrey and Michael Bostock. 2010. Crowdsourcing graphical perception: using mechanical turk to assess visualization design. In ACM Human Factors in Computing Systems, 203-212.

Hu, Minqing and Bing Liu. 2004. Mining and summarizing customer reviews. In Proceedings of the 10th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 168-177. ACL.

Kaplan, David. 1999. What is meaning? Explorations in the theory of Meaning as Use. Brief version --- draft 1. Ms., UCLA.

Kim, Soo-Min and Eduard H. Hovy. 2006. Identifying and analyzing judgment opinions. In Robert C. Moore; Jeff A. Bilmes; Jennifer Chu-Carroll; and Mark Sanderson, eds., Proceedings of the Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, 200-207. ACL.

Klein, Dan and Christopher D. Manning. 2003. Accurate unlexicalized parsing. In Proceedings of the 41st Annual Meeting of the Association for Computational Linguistics. ACL.

Klein, Dan and Christopher D. Manning. 2003. Fast exact inference with a factored model for natural language parsing. In Suzanna Becker, Sebastian Thrun, Klaus Obermayer, ed., Advances in Neural Information Processing Systems 15, 3-10. Cambridge, MA: MIT Press.

Lasersohn, Peter. 2005. Context dependence, disagreement, and predicates of personal taste. Linguistics and Philosophy 28: 643-686.

Liu, Bing; Minqing Hu; and Junsheng Cheng. 2005. Opinion observer: analyzing and comparing opinions on the web. In Proceedings of the 14th International World Wide Web Conference. ACM.

Maas, Andrew L.; Raymond E. Daly; Peter T. Pham; Dan Huang; Andrew Y. Ng; and Christopher Potts. 2011. Learning word vectors for sentiment analysis. Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics. ACL.

Mann, Gideon and Andrew McCallum. 2010. Generalized expectation criteria with application to semi-supervised classification and sequence modeling. Journal of Machine Learning Research 11: 955-984

Manning, Christopher D.; Dan Klein; William Tseng; Morgan Huihsin; and Anna N. Rafferty. 2008. Stanford log-linear part-of-speech tagger, version 1.6. Electronic document,

McCallum, Andrew and Kamal Nigam. 1998. A comparison of event models for naive bayes text classification. In AAAI/ICML-98 Workshop on Learning for Text Categorization, 41-48. AAAI Press.

O'Connor, Brendan; Ramnath Balasubramanyan; Bryan R. Routledge, and Noah A. Smith. 2010. From Tweets to polls: linking text sentiment to public opinion time series. Proceedings of the International AAAI Conference on Weblogs and Social Media, 122-129. AAAI Press.

Pang, Bo; Lillian Lee; and Shivakumar Vaithyanathan. 2002. Thumbs up? sentiment classification using machine learning techniques. In Proceedings of the Conference on Empirical Methods in Natural Language Processing. ACL.

Plutchik, Robert. 2002. Emotions and Life. Washington, D.C.: American Psychological Association.

Potts, Christopher and Florian Schwarz. 2010. Affective 'this'. Linguistic Issues in Language Technology 3: 1-30.

Potts, Christopher. 2011. On the negativity of negation. In Nan Li and David Lutz, eds., Proceedings of Semantics and Linguistic Theory 20, 636-659. Ithaca, NY: CLC Publications.

Ramage, Daniel; David Hall; Ramesh Nallapati; and Christopher D. Manning. 2009. Labeled LDA: a supervised topic model for credit attribution in multi-labeled corpora. In Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 248-256. ACL.

Rao, Delip and Deepak Ravichandran. 2009. Semi-supervised polarity lexicon induction. In Proceedings of the 12th Conference of the European Chapter of the ACL, 675-682. ACL.

Scherer, Klaus R. 1984. Emotion as a Multicomponent Process: A model and some cross-cultural data. In P. Shaver, ed., Review of Personality and Social Psych 5: 37-63.

Socher, Richard; Jeffrey Pennington; Eric H. Huang; Andrew Y. Ng, and Christopher D. Manning. 2011. Semi-supervised recursive autoencoders for predicting sentiment distributions. In Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 151-161. ACL.

Stone, Philip J; Dexter C. Dunphry; Marshall S. Smith; and Daniel M. Ogilvie. 1966. The General Inquirer: A Computer Approach to Content Analysis. Cambridge, MA: MIT Press.

Toutanova, Kristina; Dan Klein; Christopher D. Manning; and Yoram Singer. 2003. Feature-rich part-of-speech tagging with a cyclic dependency network. In Proceedings of HLT-NAACL, 252-259.

Tufte, Edward R. 2001. The Visual Display of Quantitative Information. Cheshire, CT: Graphics Press.

Tufte, Edward R. 2006. Beautiful Evidence. Cheshire, CT: Graphics Press.

Turney, Peter D. and Michael L. Littman. 2003. Measuring praise and criticism: inference of semantic orientation from association. ACM Transactions on Information Systems 21: 315-346.

Turney, Peter D. and Patrick Pantel. 2010. From frequency to meaning: vector space models of semantics. Journal of Artificial Intelligence Research 37: 141-188.

Valitutti, Alessandro; Carlo Strapparava; and Oliviero Stock. 2004. Developing affective lexical resources. PsychNology Journal 2: 61-83.

Velikovich, Leonid; Sasha Blair-Goldensohn; Kerry Hannan; and Ryan McDonald. 2010. The viability of web-derived polarity lexicons. In Human Language Technologies: The 2010 Annual Conference of the North American Chapter of the Association for Computational Linguistics, 777-785. ACL.

Wiebe, Janyce; Theresa Wilson; and Claire Cardie. 2005. Annotating expressions of opinions and emotions in language. Language Resources and Evaluation 39: 165-210.

Wilson, Theresa; Jancye Wiebe; and Philip Hoffmann. 2005. Recognizing contextual polarity in phrase-level sentiment analysis. In Proceedings of the Conference on Empirical Methods in Natural Language Processing. ACL.