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@INPROCEEDINGS{Ahmad2006,
  author = {Khurshid Ahmad and Lee Gillam and David Cheng},
  title = {Sentiments on a Grid: {A}nalysis of Streaming News and Views},
  booktitle = {5th Language Resources and Evaluation Conference},
  year = {2006},
  owner = {cem},
  timestamp = {2008.03.28},
  url = {http://nl.ijs.si/sdjt/bib/lrec06/pdf/394},
  booktitle = {Lecture Notes in Computer Science},
  year = {2006},
  volume = {3932},
  pages = {167--187},
  owner = {cem},
  timestamp = {2008.03.28},
  url = {http://www.cs.cmu.edu/~eairoldi/papers/airo.bai.padm.2006.pdf}
}

@INPROCEEDINGS{Alm2005,
  author = {Cecilia Ovesdotter Alm and Dan Roth and Richard Sproat},
  title = {Emotions from Text: {M}achine learning for text-based emotion prediction},
  booktitle = hltemnlp2005,
  year = {2005},
  pages = {347-354},
  address = {Vancouver, Canada},
  owner = {cem},
  timestamp = {2008.03.27},
  url = {http://aclweb.org/anthology-new/H/H05/H05-1073.pdf}
}

@ARTICLE{Anderson1982,
  author = {C.W. Anderson and G.E. McMaster},
  title = {Computer assisted modeling of affective tone in written documents
	},
  journal = {Computers and the Humanities},
  year = {1982},
  volume = {16},
  pages = {1--9},
  comments = {Theresa's list},
  keywords = {Psychology},
  owner = {cem},
  timestamp = {2008.03.28}
}

@INPROCEEDINGS{Andreevskaia2008,
  author = {Alina Andreevskaia and Sabine Bergler},
  title = {When Specialists and Generalists Work Together: Overcoming Domain
	Dependence in Sentiment Tagging },
  booktitle = {Proceedings of ACL-08: HLT},
  year = {2008},
  pages = {290--298},
  address = {Columbus, Ohio},
  owner = {cem},
  timestamp = {2008.08.06},
  url = {http://www.aclweb.org/anthology/P/P08/P08-1034}
}

@INPROCEEDINGS{Andreevskaia2006a,
  author = {Alina Andreevskaia and Sabine Bergler},
  title = {Mining WordNet For a Fuzzy Sentiment: Sentiment Tag Extraction From
	WordNet Glosses  },
  booktitle = {Proceedings of the 11rd Conference of the European Chapter of the
	Association for Computational Linguistics (EACL-2006)},
  year = {2006},
  url = {http://www.cs.pitt.edu/~wiebe/courses/CS3730/Fall08/andreevskaia2006.pdf}
}

@INPROCEEDINGS{Andreevskaia2006b,
  author = {Andreevskaia, Alina and Bergler, Sabine},
  title = {Semantic Tag Extraction from {WordNet} Glosses },
  booktitle = {Proceedings of the 5th Conference on Language Resources and Evaluation
	(LREC-2006)},
  year = {2006},
  address = {Genova, Italy},
  owner = {cem},
  timestamp = {2008.03.27},
  url = {http://www.cs.concordia.ca/~andreev/LREC06.pdf}
}

@INPROCEEDINGS{asher-benamara-mathieu:2008:POSTERS,
  author = {Asher, Nicholas and Benamara, Farah and Mathieu, Yvette Yannick},
  title = {Distilling Opinion in Discourse: A Preliminary Study },
  booktitle = {Coling 2008: Companion volume: Posters and Demonstrations},
  year = {2008},
  pages = {5--8},
  address = {Manchester, UK},
  month = {August},
  publisher = {Coling 2008 Organizing Committee},
  url = {http://www.aclweb.org/anthology/C08-3002}
}

@INPROCEEDINGS{Attardi2006,
  author = {Attardi, Giuseppe and Simi, Maria  },
  title = {Blog Mining Through Opinionated Words},
  booktitle = {Proceedings of TREC 2006, the Fifteenth Text Retrieval Conference},
  year = {2006},
  address = {Gaithersburg , US},
  owner = {cem},
  timestamp = {2008.03.27},
  url = {MISSING}
}

@UNPUBLISHED{Aue2005,
  author = {Anthony Aue and Michael Gamon},
  title = {Customizing Sentiment Classifiers to New Domains: {A} Case Study
	},
  note = {Submitted to RANLP 2005},
  year = {2005},
  owner = {cem},
  timestamp = {2008.05.09},
  url = {http://research.microsoft.com/~anthaue/new_domain_sentiment.pdf}
}

@INPROCEEDINGS{Bai2005,
  author = {Xue Bai and Rema Padman and Edoardo Airoldi},
  title = {On Learning Parsimonious Models for Extracting Consumer Opinions
	},
  booktitle = {Proceedings of the Proceedings of the 38th Annual Hawaii International
	Conference on System Sciences (HICSS'05) - Track 3},
  year = {2005},
  doi = {http://dx.doi.org/10.1109/HICSS.2005.465},
  isbn = {0-7695-2268-8-3},
  owner = {cem},
  timestamp = {2008.03.27}
}

@INPROCEEDINGS{Bai2004,
  author = {Xue Bai and Rema Padman and Edoardo Airoldi},
  title = {Sentiment Extraction from Unstructured Text using Tabu Search-Enhanced
	{Markov} Blanket },
  booktitle = {Workshop on Mining the Semantic Web, 10th ACM SIGKDD Conference},
  year = {2004},
  owner = {cem},
  note = {A longer version is elsewhere in this file},
  timestamp = {2008.03.28},
  url = {http://km.aifb.uni-karlsruhe.de/ws/msw2004/camera/kdd04-wmsw-bai-revRema.pdf}
}

@INPROCEEDINGS{balogetal2006,
  author = {Balog, Krisztian and Mishne, Gilad and de Rijke, Maarten},
  title = {Why Are They Excited? Identifying and Explaining Spikes in Blog Mood
	Levels   },
  booktitle = {11th Meeting of the European Chapter of the Association for Computational
	Linguistics (EACL 2006)},
  year = {2006},
  url = {http://staff.science.uva.nl/~gilad/pubs/eacl2006-moodsignals.pdf}
}

@BOOK{banfield1982,
  title = {Unspeakable Sentences },
  publisher = {Routledge and Kegan Paul},
  year = {1982},
  author = {Ann Banfield},
  address = {Boston}
}

@INPROCEEDINGS{Bansal2008,
  author = {Mohit Bansal and Claire Cardie and Lillian Lee},
  title = {The power of negative thinking: Exploiting label disagreement in
	the min-cut classification framework },
  booktitle = {Proceedings of the 22nd International Conference on Computational
	Linguistics (COLING-2008)},
  year = {2008},
  owner = {cem},
  timestamp = {2008.08.06},
  url = {http://www.cs.cornell.edu/home/llee/papers/disagree.pdf}
}

@MISC{Baron2004,
  author = {Faye Baron and Graeme Hirst},
  title = {Collocations as cues to semantic orientation CLUES},
  howpublished = {AAAI Spring Symposium on Exploring Attitude and Affect in Text: Theories
	and Applications},
  year = {2004},
  owner = {cem},
  timestamp = {2008.03.27},
  url = {http://ftp.cs.toronto.edu/pub/gh/Baron+Hirst-2003.pdf}
}

@INPROCEEDINGS{Baroni2004,
  author = {M. Baroni and S. Vegnaduzzo},
  title = {Identifying subjective adjectives through web-based mutual information
	},
  booktitle = {Proceedings of KONVENS},
  year = {2004},
  editor = {Ernst Buchberger},
  pages = {17-24},
  owner = {cem},
  timestamp = {2008.03.27},
  url = {http://sslmit.unibo.it/~baroni/publications/konvens2004/wmiKONV.pdf}
}

@INPROCEEDINGS{Bautin2008,
  author = {Mikhail Bautin and Lohit Vijayarenu and Steven Skiena},
  title = {International sentiment analysis for news and blogs },
  booktitle = {Proceedings of the International Conference on Weblogs and Social
	Media (ICWSM)},
  year = {2008},
  owner = {cem},
  timestamp = {2008.08.06}
}

@INPROCEEDINGS{Beineke2004a,
  author = {Philip Beineke and Trevor Hastie and Christopher Manning and Shivakumar
	Vaithyanathan},
  title = {An exploration of sentiment summarization },
  booktitle = {Proceedings of the AAAI Spring Symposium on Exploring Attitude and
	Affect in Text: Theories and Applications},
  year = {2004},
  editor = {James G. Shanahan and Janyce Wiebe and Yan Qu},
  address = {Stanford, US},
  owner = {cem},
  timestamp = {2008.03.27},
  url = {http://nlp.stanford.edu/~manning/papers/rotup.pdf}
}

@INPROCEEDINGS{Beineke2004,
  author = {Philip Beineke and Trevor Hastie and Shivakumar Vaithyanathan},
  title = {The Sentimental Factor: {I}mproving Review Classification via Human-Provided
	Information  },
  booktitle = acl2004,
  year = {2004},
  pages = {263-270},
  address = {Barcelona, Spain},
  keywords = {subjectivity},
  owner = {cem},
  timestamp = {2008.03.27}
}

@INPROCEEDINGS{bethardetal2004,
  author = {Bethard, Steven and Yu, Hong and Thornton, Ashley and Hatzivassiloglou,
	Vasileios and Jurafsky, Dan},
  title = {Automatic Extraction of Opinion Propositions and their Holders },
  booktitle = {Proceedings of the AAAI Spring Symposium on Exploring Attitude and
	Affect in Text: Theories and Applications},
  year = {2004},
  editor = {James G. Shanahan and Janyce Wiebe and Yan Qu},
  address = {Stanford, US},
  url = {http://www.stanford.edu/~jurafsky/SS404BethardS.pdf}
}

@ARTICLE{Biber1989,
  author = {Douglas Biber and Edward Finegan},
  title = {Styles of stance in {English}: {L}exical and grammatical marking
	of evidentiality and affect},
  journal = {Text},
  year = {1989},
  volume = {9},
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  number = {1},
  comments = {Theresa's list},
  keywords = {Linguistics},
  owner = {cem},
  timestamp = {2008.03.28}
}

@INPROCEEDINGS{Blitzer2007,
  author = {Blitzer, John and Dredze, Mark and Pereira, Fernando},
  title = {Biographies, Bollywood, Boom-boxes and Blenders: Domain Adaptation
	for Sentiment Classification },
  booktitle = {Proceedings of the 45th Annual Meeting of the Association of Computational
	Linguistics},
  year = {2007},
  pages = {440--447},
  address = {Prague, Czech Republic},
  month = {June},
  publisher = {Association for Computational Linguistics},
  owner = {cem},
  timestamp = {2008.03.27},
  url = {http://www.aclweb.org/anthology/P/P07/P07-1056}
}

@INPROCEEDINGS{bloometal2007naacl,
  author = {Kenneth Bloom and Navendu Garg and Shlomo Argamon},
  title = {Extracting Appraisal Expressions  },
  booktitle = {HLT-NAACL 2007},
  year = {2007},
  pages = {308-315},
  address = {Rochester, NY},
  url = {http://aclweb.org/anthology-new/N/N07/N07-1039.pdf}
}

@INPROCEEDINGS{Kenneth2007,
  author = {Kenneth Bloom and Sterling Stein and Shlomo Argamon},
  title = {Appraisal Extraction for News Opinion Analysis  
	},
  booktitle = {Proceedings of the Sixth NTCIR Workshop Meeting on Evaluation of
	Information Access Technologies: Information Retrieval, Question
	Answering and Cross-Lingual Information Access},
  year = {2007},
  owner = {cem},
  timestamp = {2008.08.06},
  url = {http://lingcog.iit.edu/doc/bloom_ntcir2007.pdf}
}

@INPROCEEDINGS{Branavan2008,
  author = {S.R.K. Branavan and Harr Chen and Jacob Eisenstein and Regina Barzilay},
  title = {Learning Document-Level Semantic Properties from Free-Text Annotations
	 },
  booktitle = {Proceedings of ACL-08: HLT},
  year = {2008},
  pages = {263--271},
  address = {Columbus, Ohio},
  owner = {cem},
  timestamp = {2008.08.06},
  url = {http://www.aclweb.org/anthology/P/P08/P08-1031}
}

@INPROCEEDINGS{breckcardie2004,
  author = {Eric Breck and Claire Cardie},
  title = {Playing the Telephone Game: Determining the Hierarchical Structure
	of Perspective and Speech Expressions },
  booktitle = {Proceedings of the 20th international conference on Computational
	Linguistics},
  year = {2004},
  address = {Geneva, Switzerland},
  url = {http://www.cs.cornell.edu/~ebreck/publications/docs/breck04playing.pdf}
}

@INPROCEEDINGS{brecketal2007,
  author = {Eric Breck and Yejin Choi and Claire Cardie},
  title = {Identifying expressions of opinion in context },
  booktitle = {Proceedings of the Twentieth International Joint Conference on Artificial
	Intelligence (IJCAI-2007)},
  year = {2007},
  address = {Hyderabad, India},
  month = {January},
  url = {http://www.cs.cornell.edu/home/cardie/papers/ijcai-2007.pdf}
}

@ARTICLE{Bruce1999,
  author = {Rebecca Bruce and Janyce Wiebe},
  title = {Recognizing Subjectivity: {A} Case Study of Manual Tagging ANN},
  journal = {Natural Language Engineering},
  year = {1999},
  volume = {5},
  pages = {187-205},
  number = {2},
  owner = {cem},
  timestamp = {2008.03.27}
}

@INCOLLECTION{Bruder1995,
  author = {G. Bruder and J. Wiebe},
  title = {Recognizing Subjectivity and Identifying Subjective Characters in
	Third-Person Fictional Narrative },
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  publisher = {Lawrence Erlbaum Associates},
  year = {1995},
  editor = {Judy Duchan and Gail Bruder and Lynne Hewitt},
  owner = {cem},
  timestamp = {2008.03.27}
}

@INPROCEEDINGS{Bruder1990,
  author = {G. Bruder and J. Wiebe},
  title = {A Psychological Test of an Algorithm for Recognizing Subjectivity
	in NarrativeText },
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	Society},
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  owner = {cem},
  timestamp = {2008.03.27}
}

@INPROCEEDINGS{Cardie2003,
  author = {Claire Cardie and Janyce Wiebe and Theresa Wilson and Diane Litman},
  title = {Combining Low-Level and Summary Representations of Opinions for Multi-Perspective
	Question Answering },
  booktitle = {Working Notes of the AAAI Spring Symposium in New Directions in Question
	Answering},
  year = {2003},
  owner = {cem},
  timestamp = {2008.03.27},
  url = {http://www.cs.pitt.edu/~wiebe/pubs/papers/spsym103.doc}
}

@INPROCEEDINGS{careninietalEACL2006,
  author = {Carenini, Giuseppe and Ng, Raymond and Pauls, Adam},
  title = {Multi-Document Summarization of Evaluative Text  },
  booktitle = {11th Meeting of the European Chapter of the Association for Computational
	Linguistics (EACL 2006)},
  year = {2006},
  url = {http://wing.comp.nus.edu.sg/acl/E/E06/E06-1039.pdf}
}

@INPROCEEDINGS{careninietalIUI2006,
  author = {Carenini, Giuseppe and Ng, Raymond T. and Pauls, Adam},
  title = {Interactive multimedia summaries of evaluative text  },
  booktitle = {IUI '06: Proceedings of the 11th international conference on Intelligent
	user interfaces},
  year = {2006},
  pages = {124--131},
  address = {New York, NY, USA},
  publisher = {ACM Press},
  doi = {http://doi.acm.org/10.1145/1111449.1111480},
  isbn = {1-59593-287-9},
  location = {Sydney, Australia},
  url = {http://doi.acm.org/10.1145/1111449.1111480}
}

@INPROCEEDINGS{Carenini2008,
  author = {Giuseppe Carenini and Raymond T. Ng and Xiaodong Zhou},
  title = {Summarizing Emails with Conversational Cohesion and Subjectivity
	  },
  booktitle = {Proceedings of ACL-08: HLT},
  year = {2008},
  pages = {353--361},
  address = {Columbus, Ohio},
  owner = {cem},
  timestamp = {2008.08.06},
  url = {http://aclweb.org/anthology-new/P/P08/P08-1041.pdf}
}

@INPROCEEDINGS{Carenini2005,
  author = {Giuseppe Carenini and Raymond T. Ng and Ed Zwart},
  title = {Extracting knowledge from evaluative text CLUES},
  booktitle = {K-CAP '05: Proceedings of the 3rd international conference on Knowledge
	capture},
  year = {2005},
  pages = {11--18},
  address = {New York, NY, USA},
  publisher = {ACM Press},
  doi = {http://doi.acm.org/10.1145/1088622.1088626},
  isbn = {1-59593-163-5},
  location = {Banff, Alberta, Canada},
  owner = {cem},
  timestamp = {2008.03.27},
  url = {http://doi.acm.org/10.1145/1088622.1088626}
}

@INPROCEEDINGS{BANEA08.700,
  author = {Carmen Banea and Rada Mihalcea and Janyce Wiebe},
  title = {A Bootstrapping Method for Building Subjectivity Lexicons for Languages
	with Scarce Resources },
  booktitle = {Proceedings of the Sixth International Language Resources and Evaluation
	(LREC'08)},
  year = {2008},
  editor = {European Language Resources Association (ELRA)},
  address = {Marrakech, Morocco},
  month = {may},
  date = {28-30},
  language = {english}
}

@INBOOK{Cerini2007,
  chapter = {Micro-WNOp: A gold standard for the evaluation of automatically compiled
	lexical resources for opinion mining ANN},
  title = {Language resources and linguistic theory: Typology, second language
	acquisition, English linguistics ANN},
  publisher = {Franco Angeli Editore},
  year = {2007},
  editor = {Sansò, A.},
  author = {Cerini, S. and Compagnoni, V. and Demontis, A. and Formentelli, M.
	and Gandini, G.},
  address = {Milano, IT},
  owner = {cem},
  timestamp = {2008.03.27},
  url = {http://www.unipv.it/wnop/#CITECerini07}
}

@INPROCEEDINGS{Cesarano2006a,
  author = {C. Cesarano and B. Dorr and A. Picariello and D. Reforgiato and A.
	Sagoff and V.S. Subrahmanian},
  title = {{OASYS}: {A}n Opinion Analysis System  },
  booktitle = {Proceedings of AAAI-CAAW-06, the Spring Symposia on Computational
	Approaches to Analyzing Weblogs},
  year = {2006},
  owner = {cem},
  timestamp = {2008.03.27},
  url = {http://oasys.umiacs.umd.edu/oasys/papers/oct31.ps}
}

@INPROCEEDINGS{Cesarano2006,
  author = {Carmine Cesarano and A. Picariello and D. Reforgiato Recupero and
	A. Sagoff and V.S.Subrahmanian and B. Dorr},
  title = {Opinion Analysis in Document Databases},
  booktitle = {Proceedings of AAAI-CAAW-06, the Spring Symposia on Computational
	Approaches to Analyzing Weblogs},
  year = {2006},
  address = {Stanford, US},
  owner = {cem},
  timestamp = {2008.03.27}
}

@INPROCEEDINGS{Chambers2004,
  author = {Chambers, Nathanael and Tetreault, Joel and Allen, James},
  title = {Approaches for Automatically Tagging Affect  },
  booktitle = {Proceedings of the AAAI Spring Symposium on Exploring Attitude and
	Affect in Text: Theories and Applications},
  year = {2004},
  editor = {James G. Shanahan and Janyce Wiebe and Yan Qu},
  address = {Stanford, US},
  doi = {http://www.cs.rochester.edu/u/tetreaul/aaai_final.pdf},
  owner = {cem},
  timestamp = {2008.03.27},
  url = {http://citeseer.ist.psu.edu/669131.html}
}

@INPROCEEDINGS{chen:2008:ACLShort,
  author = {Chen, Wei},
  title = {Dimensions of Subjectivity in Natural Language
	},
  booktitle = {Proceedings of ACL-08: HLT, Short Papers},
  year = {2008},
  pages = {13--16},
  address = {Columbus, Ohio},
  month = {June},
  publisher = {Association for Computational Linguistics},
  url = {http://www.aclweb.org/anthology/P/P08/P08-2004}
}

@INPROCEEDINGS{chesleyetal2006,
  author = {Paula Chesley and Bruce Vincent and Li Xu and Rohini Srihari},
  title = {Using Verbs and Adjectives to Automatically Classify Blog Sentiment
	},
  booktitle = {Proceedings of AAAI-CAAW-06, the Spring Symposia on Computational
	Approaches to Analyzing Weblogs},
  year = {2006},
  address = {Stanford, US},
  url = {http://www.cs.pitt.edu/~wiebe/courses/CS3730/Fall08/chesleyetal2005.pdf}
}

@INPROCEEDINGS{Choi2006,
  author = {Choi, Yejin and Breck, Eric and Cardie, Claire},
  title = {Joint Extraction of Entities and Relations for Opinion Recognition
	},
  booktitle = {Proceedings of the 2006 Conference on Empirical Methods in Natural
	Language Processing},
  year = {2006},
  pages = {431--439},
  address = {Sydney, Australia},
  month = {July},
  publisher = {Association for Computational Linguistics},
  owner = {cem},
  timestamp = {2008.03.27},
  url = {http://acl.ldc.upenn.edu/W/W06/W06-1651.pdf}
}

@INPROCEEDINGS{choietal2005,
  author = {Yejin Choi and Claire Cardie and Ellen Riloff and Siddharth Patwardhan
	},
  title = {Identifying Sources of Opinions with Conditional Random Fields and
	Extraction Patterns},
  booktitle = {hltemnlp2005},
  year = {2005},
  pages = {355-362},
  address = {Vancouver, Canada},
  url = {http://aclweb.org/anthology-new/H/H05/H05-1045.pdf}
}

@ARTICLE{Church1991,
  author = {Kenneth Church and Patrick Hanks},
  title = {Word Association Norms, Mutual Information and Lexicography},
  journal = {Computational Linguistics},
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  volume = {16},
  pages = {22--29},
  number = {1}
}

@INPROCEEDINGS{Craggs2004,
  author = {Richard Craggs and Mary McGee Wood},
  title = {A two dimensional annotation scheme for emotion in dialogue
	},
  booktitle = {AAAI Spring Symposium on Exploring Attitude and Affect in Text: Theories
	and Applications},
  year = {2004},
  owner = {josefr},
  timestamp = {2007.04.04}
}

@INPROCEEDINGS{Cui2006,
  author = {Hang Cui and Vibhu O. Mittal and Mayur Datar},
  title = {Comparative Experiments on Sentiment Classification for Online Product
	Reviews  },
  booktitle = {AAAI},
  year = {2006},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  owner = {cem},
  timestamp = {2008.03.27},
  url = {http://www.cuihang.com/publications/grvw.pdf}
}

@ARTICLE{daschen06,
  author = {Sanjiv R. Das and Mike Chen},
  title = {Yahoo for Amazon! Sentiment Extraction from Small Talk on the Web
	 },
  journal = {Management Science},
  year = {2006},
  volume = {53},
  pages = {1375-1388},
  owner = {jan},
  timestamp = {2008.08.26}
}

@INPROCEEDINGS{Das2001,
  author = {S. R. Das and M. Y. Chen},
  title = {{Yahoo!} for {Amazon}: {O}pinion Extraction from Small Talk on the
	{Web} },
  booktitle = {Proceedings of the 8th Asia Pacific Finance Association Annual Conference
	(APFA)},
  year = {2001},
  address = {Bangkok, Thailand},
  owner = {cem},
  timestamp = {2008.03.28}
}

@INPROCEEDINGS{daveetal2003,
  author = {Kushal Dave and Steve Lawrence and David M. Pennock },
  title = {Mining the Peanut Gallery: {O}pinion Extraction and Semantic Classification
	of Product Reviews    },
  booktitle = www03,
  year = {2003},
  address = {Budapest, Hungary},
  note = {Available at http://www2003.org},
  url = {http://www.kushaldave.com/p451-dave.pdf}
}

@INPROCEEDINGS{desaeger-torisawa-kazama:2008:PAPERS,
  author = {De Saeger, Stijn and Torisawa, Kentaro and Kazama, Jun'ichi},
  title = {Looking for Trouble },
  booktitle = {Proceedings of the 22nd International Conference on Computational
	Linguistics (Coling 2008)},
  year = {2008},
  pages = {185--192},
  address = {Manchester, UK},
  month = {August},
  publisher = {Coling 2008 Organizing Committee},
  url = {http://www.aclweb.org/anthology/C08-1024}
}

@INPROCEEDINGS{Devitt2007b,
  author = {Devitt, Ann and Ahmad, Khurshid},
  title = {Sentiment Polarity Identification in Financial News: A Cohesion-based
	Approach  },
  booktitle = {Proceedings of the 45th Annual Meeting of the Association of Computational
	Linguistics},
  year = {2007},
  pages = {984--991},
  address = {Prague, Czech Republic},
  month = {June},
  publisher = {Association for Computational Linguistics},
  owner = {cem},
  timestamp = {2008.03.28},
  url = {http://www.aclweb.org/anthology/P/P07/P07-1124}
}

@INPROCEEDINGS{Durant2006,
  author = {Kathleen T. Durant and Michael D. Smith},
  title = {Mining sentiment classification from political web logs },
  booktitle = {Proceedings of Workshop on Web Mining and Web Usage Analysis of the
	12th ACM SIGKDD International Conference on Knowledge Discovery and
	Data Mining (WebKDD-2006)},
  year = {2006},
  owner = {cem},
  timestamp = {2008.03.20},
  url = {http://webmining.spd.louisville.edu/webkdd06/accepted.html}
}

@INPROCEEDINGS{Durbin2003,
  author = {Durbin, Stephen D. and Richter, J. Neal and Warner, Doug},
  title = {A system for affective rating of texts},
  booktitle = {Proceedings of OTC-03, 3rd Workshop on Operational Text Classification},
  year = {2003},
  address = {Washington, US},
  owner = {cem},
  timestamp = {2008.03.27},
  url = {http://ai.rightnow.com/pubs/Affective_rating.pdf}
}

@INPROCEEDINGS{Efron2004,
  author = {Miles Efron},
  title = {Cultural orientation: {C}lassifying subjective documents by cocitation
	analysis   },
  booktitle = {AAAI Fall Symposium on Style and Meaning in Language, Art, and Music},
  year = {2004},
  owner = {cem},
  timestamp = {2008.03.28},
  url = {http://www.ischool.utexas.edu/~miles/research/papers/FS08-04Efron.pdf}
}

@INPROCEEDINGS{Eguchi2006,
  author = {Eguchi, Koji and Lavrenko, Victor},
  title = {Sentiment Retrieval using Generative Models },
  booktitle = {Proceedings of the 2006 Conference on Empirical Methods in Natural
	Language Processing},
  year = {2006},
  pages = {345--354},
  address = {Sydney, Australia},
  month = {July},
  publisher = {Association for Computational Linguistics},
  owner = {cem},
  timestamp = {2008.03.27},
  url = {http://acl.ldc.upenn.edu/W/W06/W06-1641.pdf}
}

@TECHREPORT{Elliott1992,
  author = {Clark Davidson Elliott},
  title = {The Affective Reasoner: A process model of emotions in a multi-agent
	system  This is a PhD dissertation},
  institution = {The Institute for the Learning Sciences},
  year = {1992},
  number = {Technical Report No. 32},
  note = {PhD thesis Northwestern University},
  owner = {josefr},
  timestamp = {2007.04.04},
  url = {http://condor.depaul.edu/~elliott/ar/papers/dis/elliott-phd.html}
}

@MASTERSTHESIS{Engstrom2004,
  author = {Charlotta Engstrom},
  title = {Topic Dependence in Sentiment Classification},
  school = {University of Cambridge},
  year = {2004},
  owner = {cem},
  timestamp = {2008.03.28}
}

@INPROCEEDINGS{Esuli2007,
  author = {Esuli, Andrea and Sebastiani, Fabrizio},
  title = {PageRanking WordNet Synsets: An Application to Opinion Mining },
  booktitle = {Proceedings of the 45th Annual Meeting of the Association of Computational
	Linguistics},
  year = {2007},
  pages = {424--431},
  address = {Prague, Czech Republic},
  month = {June},
  publisher = {Association for Computational Linguistics},
  owner = {cem},
  timestamp = {2008.03.27},
  url = {http://www.aclweb.org/anthology/P/P07/P07-1054}
}

@INPROCEEDINGS{esulisebastianiEACL2006,
  author = {Esuli, Andrea and Sebastiani, Fabrizio},
  title = {Determining Term Subjectivity and Term Orientation for Opinion Mining
	 },
  booktitle = {11th Meeting of the European Chapter of the Association for Computational
	Linguistics (EACL 2006)},
  year = {2006},
  url = {http://tcc.itc.it/projects/ontotext/Publications/EACL-2006-Esuli-Sebastiani.pdf}
}

@INPROCEEDINGS{esulisebastianiLREC2006,
  author = {Andrea Esuli and Fabrizio Sebastiani},
  title = {{SentiWordNet}: {A} Publicly Available Lexical Resource for Opinion
	Mining},
  booktitle = {Proceedings of LREC-06, the 5th Conference on Language Resources
	and Evaluation},
  year = {2006},
  address = {Genova, IT},
  url = {http://tcc.itc.it/projects/ontotext/Publications/LREC2006-esuli-sebastiani.pdf}
}

@INPROCEEDINGS{Esuli2005,
  author = {Andrea Esuli and Fabrizio Sebastiani},
  title = {Determining the Semantic Orientation of Terms through Gloss Classification
	},
  booktitle = {Proceedings of ACM SIGIR Conference on Information and Knowledge
	Management (CIKM-05)},
  year = {2005},
  pages = {617-624},
  address = {Bremen, Germany}
}

@INPROCEEDINGS{Fei2004,
  author = {Fei, Zhongchao and Liu, Jian and Wu, Gengfeng},
  title = {Sentiment Classification Using Phrase Patterns },
  booktitle = {Proceedings of the 4th International Conference on Computer and Information
	Technology (CIT-2004)},
  year = {2004},
  pages = {1147--1152},
  address = {Wuhan, China},
  owner = {cem},
  timestamp = {2008.03.27}
}

@INPROCEEDINGS{forbesriley-litman:2006:HLT-NAACL06-Main,
  author = {Forbes-Riley, Kate and Litman, Diane},
  title = {Modelling User Satisfaction and Student Learning in a Spoken Dialogue
	Tutoring System with Generic, Tutoring, and User Affect Parameters
	},
  booktitle = {Proceedings of the Human Language Technology Conference of the NAACL,
	Main Conference},
  year = {2006},
  pages = {264--271},
  address = {New York City, USA},
  month = {June},
  publisher = {Association for Computational Linguistics},
  url = {http://www.aclweb.org/anthology/N/N06/N06-1034}
}

@INPROCEEDINGS{forbesriley-litman:2004:HLTNAACL,
  author = {Forbes-Riley, Kate and Litman, Diane  },
  title = {Predicting Emotion in Spoken Dialogue from Multiple Knowledge Sources},
  booktitle = {HLT-NAACL 2004: Main Proceedings },
  year = {2004},
  editor = {Susan Dumais, Daniel Marcu and Salim Roukos},
  pages = {201--208},
  address = {Boston, Massachusetts, USA},
  month = {May 2 - May 7},
  publisher = {Association for Computational Linguistics}
}

@INPROCEEDINGS{Fujii2006,
  author = {Fujii, Atsushi and Ishikawa, Tetsuya},
  title = {A System for Summarizing and Visualizing Arguments in Subjective
	Documents: {T}oward Supporting Decision Making   
	},
  booktitle = {Proceedings of the Workshop on Sentiment and Subjectivity in Text},
  year = {2006},
  pages = {15--22},
  address = {Sydney, Australia},
  month = {July},
  publisher = {Association for Computational Linguistics},
  owner = {cem},
  timestamp = {2008.03.28},
  url = {http://www.aclweb.org/anthology/W/W06/W06-0303}
}

@INPROCEEDINGS{G'en'ereux2006,
  author = {G\'en\'ereux, Michel and Evans, Roger},
  title = {Towards a validated model for affective classification of texts 
	},
  booktitle = {Proceedings of the Workshop on Sentiment and Subjectivity in Text},
  year = {2006},
  pages = {55--62},
  address = {Sydney, Australia},
  month = {July},
  publisher = {Association for Computational Linguistics},
  owner = {cem},
  timestamp = {2008.03.28},
  url = {http://www.aclweb.org/anthology/W/W06/W06-0308}
}

@INPROCEEDINGS{Galitsky2006,
  author = {Boris Galitsky and Boris Kovalerchuk},
  title = {Mining the blogosphere for contributors' sentiments },
  booktitle = {Proceedings of AAAI 2006 Spring Sympoia on Computational Approaches
	to Analyzing Weblogs (AAAI-CAAW 2006)},
  year = {2006},
  owner = {cem},
  timestamp = {2008.03.27}
}

@INPROCEEDINGS{Gamon2004,
  author = {Michael Gamon},
  title = {Sentiment classification on customer feedback data: {N}oisy data,
	large feature vectors, and role of linguistic analysis },
  booktitle = {Proceedings of the 20th International Conference on Computational
	Linguistics (COLING-2004)},
  year = {2004},
  pages = {611-617},
  owner = {cem},
  timestamp = {2008.03.27},
  url = {http://research.microsoft.com/nlp/publications/coling2004_sentiment.pdf}
}

@INPROCEEDINGS{Gamon2005a,
  author = {Gamon, Michael and Aue, Anthony},
  title = {Automatic identification of sentiment vocabulary: {E}xploiting low
	association with known sentiment terms  },
  booktitle = {Proceedings of the ACL-05 Workshop on Feature Engineering for Machine
	Learning in Natural Language Processing},
  year = {2005},
  address = {Ann Arbor, US},
  owner = {cem},
  timestamp = {2008.03.27},
  url = {http://research.microsoft.com/~anthaue/sentiment_feats_camera.pdf}
}

@INPROCEEDINGS{Gamon2005b,
  author = {Gamon, Michael and Aue, Anthony and Corston-Oliver, Simon and Ringger,
	Eric},
  title = {Pulse: {M}ining Customer Opinions from Free Text },
  booktitle = {Proceedings of the 6th International Symposium on Intelligent Data
	Analysis (IDA-2006)},
  year = {2005},
  series = {Lecture Notes in Computer Science},
  address = {Madrid, Spain},
  publisher = {Springer-Verlag},
  owner = {cem},
  timestamp = {2008.03.28},
  url = {http://research.microsoft.com/~anthaue/pulse_paper.pdf}
}

@INCOLLECTION{Gamon2005,
  author = {M.A. Gamon and S. Aue and S. Corston-Oliver and E. Ringger},
  title = {Pulse: Mining Customer Opinions from Free Text},
  booktitle = {Lecture Notes in Computer Science},
  publisher = {Springer Verlag},
  year = {2005},
  volume = {3646},
  pages = {121--132}
}

@INPROCEEDINGS{ganapathibhotla-liu:2008:PAPERS,
  author = {Ganapathibhotla, Murthy and Liu, Bing},
  title = {Mining Opinions in Comparative Sentences },
  booktitle = {Proceedings of the 22nd International Conference on Computational
	Linguistics (Coling 2008)},
  year = {2008},
  pages = {241--248},
  address = {Manchester, UK},
  month = {August},
  publisher = {Coling 2008 Organizing Committee},
  url = {http://www.aclweb.org/anthology/C08-1031}
}

@INPROCEEDINGS{Garg2004,
  author = {Garg, Ashutosh and Jayram,T. S. and Vaithyanathan, Shivakumar and
	Zhu, Huaiyu},
  title = {Generalized Opinion Pooling  },
  booktitle = {Proceedings of the Eight International Symposium on Artificial Intelligence
	and Mathematics},
  year = {2004},
  timestamp = {2008.03.28},
  url = {http://rutcor.rutgers.edu/~amai/aimath04/AcceptedPapers/Garg-aimath04.pdf}
}

@INPROCEEDINGS{Genereux2006,
  author = {Michel Genereux and Roger Evans},
  title = {Distinguishing Affective States in Weblogs},
  booktitle = {Proceedings of AAAI 2006 Spring Symposia on Computational Approaches
	to Analyzing Weblogs (AAAI-CAAW 2006)},
  year = {2006},
  owner = {josefr},
  timestamp = {2007.04.04}
}

@INPROCEEDINGS{Ghose2007,
  author = {Ghose, Anindya and Ipeirotis, Panagiotis and Sundararajan, Arun},
  title = {Opinion Mining using Econometrics: A Case Study on Reputation Systems
	},
  booktitle = {Proceedings of the 45th Annual Meeting of the Association of Computational
	Linguistics},
  year = {2007},
  pages = {416--423},
  address = {Prague, Czech Republic},
  month = {June},
  publisher = {Association for Computational Linguistics},
  owner = {cem},
  timestamp = {2008.03.28},
  url = {http://www.aclweb.org/anthology/P/P07/P07-1053}
}

@INPROCEEDINGS{glanceetal2005,
  author = {Natalie Glance and Matthew Hurst and Kamal Nigam and Matthew Siegler
	and Robert Stockton and Takashi Tomokiyo},
  title = {Deriving marketing intelligence from online discussion },
  booktitle = {Proceeding of the 11th ACM SIGKDD International Conference on Knowledge
	Discovery in Data Mining (KDD-2004)},
  year = {2005},
  pages = {419--428},
  address = {Chicago, Illinois},
  doi = {http://doi.acm.org/10.1145/1081870.1081919},
  isbn = {1-59593-135-X}
}

@INPROCEEDINGS{Goldberg2006,
  author = {Andrew B. Goldberg and Xiaojin Zhu},
  title = {Seeing stars when there aren't many stars: {G}raph-based semi-supervised
	learning for sentiment categorization },
  booktitle = {HLT-NAACL 2006 Workshop on Textgraphs: Graph-based Algorithms for
	Natural Language Processing},
  year = {2006},
  address = {New York, NY},
  citeseerurl = {http://www.cs.wisc.edu/~jerryzhu/pub/sslsa.pdf},
  owner = {cem},
  timestamp = {2008.03.27},
  url = {http://www.cs.wisc.edu/~jerryzhu/pub/sslsa.pdf}
}

@INPROCEEDINGS{Grefenstette2004a,
  author = {Gregory Grefenstette and Yan Qu and David A. Evans and James G. Shanahan},
  title = {Validating the Coverage of Lexical Resources for Affect Analysis
	and Automatically Classifying New Words along Semantic Axes },
  booktitle = {AAAI Spring Symposium on Exploring Attitude and Affect in Text: Theories
	and Applications},
  year = {2004},
  owner = {josefr},
  timestamp = {2007.04.04}
}

@INPROCEEDINGS{Grefenstette2004,
  author = {Grefenstette, Gregory and Qu, Yan and Shanahan, James G. and Evans,
	David A.},
  title = {Coupling Niche Browsers and Affect Analysis for an Opinion Mining
	Application },
  booktitle = {Proceeding of RIAO-04},
  year = {2004},
  address = {Avignon, FR},
  owner = {cem},
  timestamp = {2008.03.28},
  url = {http://www.cs.pitt.edu/~wiebe/courses/CS3730/Fall08/grefenstetteetalriao-04.pdf}
}

@INPROCEEDINGS{Gregory2006,
  author = {Gregory, Michelle L. and Chinchor, Nancy and Whitney, Paul and Carter,
	Richard and Hetzler, Elizabeth and Turner, Alan},
  title = {User-directed Sentiment Analysis: {V}isualizing the Affective Content
	of Documents },
  booktitle = {Proceedings of the Workshop on Sentiment and Subjectivity in Text},
  year = {2006},
  pages = {23--30},
  address = {Sydney, Australia},
  month = {July},
  publisher = {Association for Computational Linguistics},
  owner = {cem},
  timestamp = {2008.03.27},
  url = {http://www.aclweb.org/anthology/W/W06/W06-0304}
}

@INPROCEEDINGS{gregoryetal2007,
  author = {{Michelle L.} Gregory and Deborah Payne and David McColgin and Nick
	Cramer and Douglas Love  },
  title = {Visual Analysis of Weblog Content},
  booktitle = {International Conference on Weblogs and Social Media},
  year = {2007},
  address = {Boulder, CO},
  url = {http://icwsm.org/papers/3--Gregory-Payne-McColgin-Cramer-Love.pdf}
}

@INPROCEEDINGS{hatzivassilogloumckeown1997,
  author = {Vasileios Hatzivassiloglou and Kathy McKeown},
  title = {Predicting the Semantic Orientation of Adjectives },
  booktitle = acl97,
  year = {1997},
  pages = {174-181},
  address = {Madrid, Spain}
}

@INPROCEEDINGS{hatzivassiloglouwiebe2000,
  author = {V. Hatzivassiloglou and J. Wiebe},
  title = {Effects of Adjective Orientation and Gradability on Sentence Subjectivity
	},
  booktitle = {18th International Conference on Computational Linguistics (COLING-2000)},
  year = {2000}
}

@INPROCEEDINGS{higashinaka-prasad-walker:2006:COLACL,
  author = {Higashinaka, Ryuichiro and Prasad, Rashmi and Walker, Marilyn A.
	},
  title = {Learning to Generate Naturalistic Utterances Using Reviews in Spoken
	Dialogue Systems},
  booktitle = {Proceedings of the 21st International Conference on Computational
	Linguistics and 44th Annual Meeting of the Association for Computational
	Linguistics},
  year = {2006},
  pages = {265--272},
  address = {Sydney, Australia},
  month = {July},
  publisher = {Association for Computational Linguistics},
  doi = {10.3115/1220175.1220209},
  url = {http://www.aclweb.org/anthology/P06-1034}
}

@INPROCEEDINGS{Hiroshima2006,
  author = {Hiroshima, Nobuaki and Yamada, Setsuo and Furuse, Osamu and Kataoka,
	Ryoji},
  title = {Searching for Sentences Expressing Opinions by using Declaratively
	Subjective Clues  },
  booktitle = {Proceedings of the ACL Workshop on Sentiment and Subjectivity in
	Text},
  year = {2006},
  pages = {39--46},
  address = {Sydney, Australia},
  owner = {cem},
  timestamp = {2008.03.28},
  url = {http://www.aclweb.org/anthology/W/W06/W06-0306}
}

@INPROCEEDINGS{Hu2006,
  author = {Minqing Hu and Bing Liu},
  title = {Opinion Extraction and Summarization on the {Web}  },
  booktitle = {Proceedings of the 21st National Conference on Artificial Intelligence
	(AAAI-2006), Nectar Paper Track},
  year = {2006},
  address = {Boston, MA},
  owner = {cem},
  timestamp = {2008.03.27},
  url = {http://www.cs.pitt.edu/~wiebe/courses/CS3730/Fall08/hu2006.pdf}
}

@INPROCEEDINGS{Hu2006a,
  author = {Minqing Hu and Bing Liu},
  title = {Opinion Feature Extraction Using Class Sequential Rules },
  booktitle = {Proceedings of AAAI 2006 Spring Sympoia on Computational Approaches
	to Analyzing Weblogs (AAAI-CAAW 2006)},
  year = {2006},
  owner = {cem},
  timestamp = {2008.03.27}
}

@INPROCEEDINGS{huliu2004,
  author = {Minqing Hu and Bing Liu},
  title = {Mining Opinion Features in Customer Reviews  },
  booktitle = aaai2004,
  year = {2004},
  keywords = {subjectivity},
  url = {http://www.cs.pitt.edu/~wiebe/courses/CS3730/Fall08/hu2004a.pdf}
}

@INPROCEEDINGS{huliu2004a,
  author = {Minqing Hu and Bing Liu},
  title = {Mining and Summarizing Customer Reviews  },
  booktitle = kdd04,
  year = {2004},
  pages = {168-177},
  address = {Seattle, Washington},
  keywords = {subjectivity}
}

@INPROCEEDINGS{Hu2005,
  author = {Yi Hu and Jianyong Duan and Xiaoming Chen and Bingzhen Pei and Ruzhan
	Lu},
  title = {A New Method for Sentiment Classification in Text Retrieval},
  booktitle = {IJCNLP},
  year = {2005},
  pages = {1--9},
  owner = {cem},
  timestamp = {2008.03.28},
  note = {not in proceedings on acl anthology},
  url = {MISSING}
}

@INPROCEEDINGS{Rui-hong2007,
  author = {Rui-hong Huang and Le Sun and Long-xi Pan},
  title = {ISCAS in Opinion Analysis Pilot Task: Experiments with sentimental
	dictionary based classifier and CRF model  },
  booktitle = {Proceedings of the Sixth NTCIR Workshop Meeting on Evaluation of
	Information Access Technologies: Information Retrieval, Question
	Answering and Cross-Lingual Information Access},
  year = {2007},
  owner = {cem},
  timestamp = {2008.08.06},
  url = {research.nii.ac.jp/ntcir/workshop/OnlineProceedings6/NTCIR/62.pdf}
}

@INPROCEEDINGS{Hurst2004,
  author = {Hurst, Matthew and Nigam, Kamal},
  title = {Retrieving Topical Sentiments from Online Document Collections },
  booktitle = {Proceedings of SPIE, Document Recognition and Retrieval XI},
  year = {2004},
  number = {5296},
  series = {Proceedings of SPIE},
  pages = {27--34},
  owner = {cem},
  timestamp = {2008.03.27},
  url = {http://www.kamalnigam.com/papers/polarity-DRR04.pdf}
}

@INPROCEEDINGS{hutchinson:2004:ACL,
  author = {Hutchinson, Ben},
  title = {Acquiring the Meaning of Discourse Markers  - This is a bit
	of a stretch.},
  booktitle = {Proceedings of the 42nd Meeting of the Association for Computational
	Linguistics (ACL'04), Main Volume},
  year = {2004},
  pages = {684--691},
  address = {Barcelona, Spain},
  month = {July},
  doi = {10.3115/1218955.1219042},
  url = {http://www.aclweb.org/anthology/P04-1087}
}

@INPROCEEDINGS{ide2006,
  author = {Nancy Ide},
  title = {Making Senses: Bootstrapping Sense-Tagged Lists of Semantically-Related
	Words  },
  booktitle = {CICLing},
  year = {2006},
  pages = {13-27},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  ee = {http://dx.doi.org/10.1007/11671299_2}
}

@INCOLLECTION{Inkpen2005,
  author = {Diana Zaiu Inkpen and Olga Feiguina and Graeme Hirst},
  title = {Generating more-positive or more-negative text },
  booktitle = {Computing Attitude and Affect in Text},
  publisher = {Springer},
  year = {2005},
  editor = {James G. Shanahan and Yan Qu and Janyce Wiebe},
  owner = {cem},
  timestamp = {2008.03.27},
  url = {http://ftp.cs.toronto.edu/pub/gh/Inkpen-etal-2005.pdf}
}

@INPROCEEDINGS{Inkpen2004,
  author = {Inkpen, Diana Zaiu and Feiguina, Olga and Hirst, Graeme},
  title = {Generating more-positive or more-negative text},
  booktitle = {Proceedings of the AAAI Spring Symposium on Exploring Attitude and
	Affect in Text: Theories and Applications},
  year = {2004},
  address = {Stanford, California},
  owner = {cem},
  timestamp = {2008.03.28},
  url = {http://www.site.uottawa.ca/~diana/publications/affect_workshop.pdf}
}

@INPROCEEDINGS{Kaji,
  author = {Kaji, Nobuhiro and Kitsuregawa, Masaru},
  title = {Building Lexicon for Sentiment Analysis from Massive Collection of
	{HTML} Documents   },
  booktitle = {Proceedings of the 2007 Joint Conference on Empirical Methods in
	Natural Language Processing and Computational Natural Language Learning
	(EMNLP-CoNLL)},
  pages = {1075--1083},
  owner = {cem},
  timestamp = {2008.03.28},
  url = {http://www.aclweb.org/anthology/D/D07/D07-1115}
}

@INPROCEEDINGS{kaleetal2007,
  author = {Anubhav Kale and Amit Karandikar and Pranam Kolari and Akshay Java
	and Tim Finin and Anupam Joshi  },
  title = {Modeling Trust and Influence in the Blogosphere Using Link Polarity},
  booktitle = {International Conference on Weblogs and Social Media},
  year = {2007},
  address = {Boulder, CO},
  url = {http://ebiquity.umbc.edu/paper/html/id/351/Modeling-Trust-and-Influence-in-the-Blogosphere-Using-Link-Polarity}
}

@INPROCEEDINGS{kampsmarx2002,
  author = {Jaap Kamps and Maarten Marx},
  title = {Words with Attitude  },
  booktitle = {1st International WordNet Conference},
  year = {2002},
  pages = {332-341},
  address = {Mysore, India},
  url = {staff.science.uva.nl/~kamps/papers/wn.pdf}
}

@INPROCEEDINGS{Kamps2004,
  author = {Jaap Kamps and Robert J. Mokken and Maarten Marx and Maarten de Rijke},
  title = {Using {WordNet} to measure semantic orientation of adjectives },
  booktitle = {Proceedings of the 4th International Conference on Language Resources
	and Evaluation (LREC 2004)},
  year = {2004},
  volume = {IV},
  pages = {1115-1118},
  address = {Paris, France},
  publisher = {European Language Resources Association},
  keywords = {subjectivity,attitude,lexicon},
  owner = {cem},
  timestamp = {2008.03.27}
}

@INPROCEEDINGS{kanayama-nasukawa:2008:PAPERS,
  author = {Kanayama, Hiroshi and Nasukawa, Tetsuya},
  title = {Textual Demand Analysis: Detection of Users' Wants and Needs from
	Opinions  },
  booktitle = {Proceedings of the 22nd International Conference on Computational
	Linguistics (Coling 2008)},
  year = {2008},
  pages = {409--416},
  address = {Manchester, UK},
  month = {August},
  publisher = {Coling 2008 Organizing Committee},
  url = {http://www.aclweb.org/anthology/C08-1052}
}

@InProceedings{kanayama-nasukawa:2006:EMNLP,
  author    = {Kanayama, Hiroshi  and  Nasukawa, Tetsuya},
  title     = {Fully Automatic Lexicon Expansion for Domain-oriented Sentiment Analysis},
  booktitle = {Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing},
  month     = {July},
  year      = {2006},
  address   = {Sydney, Australia},
  publisher = {Association for Computational Linguistics},
  pages     = {355--363},
  url       = {http://www.aclweb.org/anthology/W/W06/W06-1642}
}



@INPROCEEDINGS{Kanayama2004,
  author = {Hiroshi Kanayama and Tetsuya Nasukawa and Hideo Watanabe},
  title = {Deeper Sentiment Analysis Using Machine Translation Technology 
	 },
  booktitle = {International Conference on Computational Linguistics (COLING-2004)},
  year = {2004},
  pages = {494-500},
  owner = {josefr},
  timestamp = {2007.04.04}
}

@INCOLLECTION{karttunenzaenan2005,
  author = {Lauri Karttunen and Annie Zaenen},
  title = {Veridicity  },
  booktitle = {Annotating, Extracting and Reasoning about Time and Events. Dagstuhl
	Seminar Proceedings 05151},
  year = {2005},
  editor = {G. Katz and J. Pustejovsky and F. Schilder},
  url = {http://www2.parc.com/istl/members/karttune/publications/Veridicity.pdf}
}

@INPROCEEDINGS{Kennedy2005,
  author = {Alistair Kennedy and Diana Inkpen},
  title = {Sentiment Classification of Movie and Product Reviews Using Contextual
	Valence Shifters   },
  booktitle = {Proceedings of FINEXIN-05: Workshop on the Analysis of Informal and
	Formal Information Exchange during Negotiations},
  year = {2005},
  owner = {cem},
  timestamp = {2008.03.27}
}

@INPROCEEDINGS{Kim,
  author = {Kim, Soo-Min and Hovy, Eduard},
  title = {{Crystal}: Analyzing Predictive Opinions on the Web },
  booktitle = {Proceedings of the 2007 Joint Conference on Empirical Methods in
	Natural Language Processing and Computational Natural Language Learning
	(EMNLP-CoNLL)},
  pages = {1056--1064},
  owner = {cem},
  timestamp = {2008.03.28},
  url = {http://www.aclweb.org/anthology/D/D07/D07-1113}
}

@INPROCEEDINGS{kimhovyACL2006,
  author = {Kim, Soo-Min and Hovy, Eduard},
  title = {Extracting Opinions, Opinion Holders, and Topics Expressed in Online
	News Media Text },
  booktitle = {Proceedings of the ACL Workshop on Sentiment and Subjectivity in
	Text},
  year = {2006},
  pages = {1--8},
  address = {Sydney, Australia},
  publisher = {Association for Computational Linguistics},
  url = {http://www.aclweb.org/anthology/W/W06/W06-0301}
}

@INPROCEEDINGS{kimhovyCOLINGACL2006,
  author = {Kim, Soo-Min and Hovy, Eduard},
  title = {Automatic Identification of Pro and Con Reasons in Online Reviews
	 },
  booktitle = {Proceedings of the COLING/ACL 2006 Main Conference Poster Sessions},
  year = {2006},
  pages = {483--490},
  address = {Sydney, Australia},
  month = {July},
  publisher = {Association for Computational Linguistics},
  url = {http://www.aclweb.org/anthology/P/P06/P06-2063}
}

@INPROCEEDINGS{kimhovyHLTNAACL2006,
  author = {Kim, Soo-Min and Hovy, Eduard},
  title = {Identifying and Analyzing Judgment Opinions  },
  booktitle = {Proceedings of the Human Language Technology Conference of the NAACL},
  year = {2006},
  pages = {200--207},
  address = {New York, New York},
  url = {http://www.aclweb.org/anthology/N/N06/N06-1026}
}

@INPROCEEDINGS{kimhovy2005,
  author = {Kim, Soo-Min and Hovy, Eduard},
  title = {Identifying Opinion Holders for Question Answering in Opinion Texts
	 },
  booktitle = {Proceedings of AAAI Workshop on Question Answering in Restricted
	Domains},
  year = {2005},
  address = {Pittsburgh, Pennsylvania},
  url = {http://www.isi.edu/~skim/Download/Papers/2005/WS1305SK.pdf}
}

@INPROCEEDINGS{kimhovy2005a,
  author = {Kim, Soo-Min and Hovy, Eduard},
  title = {Automatic Detection of Opinion Bearing Words and Sentences 
	},
  booktitle = {Companion Volume to the Proceedings of IJCNLP-05, the Second International
	Joint Conference on Natural Language Processing},
  year = {2005},
  pages = {61--66},
  address = {Jeju Island, KR},
  url = {http://www.isi.edu/~skim/Download/Papers/2005/ijcnlp_cameraready_letter.pdf}
}

@INPROCEEDINGS{kimhovy2004,
  author = {Soo-Min Kim and Eduard Hovy},
  title = {Determining the Sentiment of Opinions },
  booktitle = coling04,
  year = {2004},
  pages = {1267-1373},
  address = {Geneva, Switzerland},
  url = {www.isi.edu/natural-language/people/hovy/papers/04Coling-opinion-valences.pdf}
}

@INPROCEEDINGS{Kobayashi2006,
  author = {Nozomi Kobayashi and Ryu Iida and Kentaro Inui and Yuji Matsumoto},
  title = {Opinion Mining on the Web by Extracting Subject-Attribute-Value Relations
	  url is to Kobayashi's dissertation},
  booktitle = {Proceedings of AAAI 2006 Spring Sympoia on Computational Approaches
	to Analyzing Weblogs (AAAI-CAAW 2006)},
  year = {2006},
  owner = {cem},
  timestamp = {2008.03.27},
  url = {cl.aist-nara.ac.jp/thesis/dthesis-Kobayashi.pdf}
}

@INPROCEEDINGS{Kobayashi2005,
  author = {Kobayashi, Nozomi and Iida, Ryu and Inui, Kentaro and Matsumoto,
	Yuji},
  title = {Opinion Extraction Using a Learning-Based Anaphora Resolution Technique},
  booktitle = {Proceedings of the 2nd International Joint Conference on Natural
	Language Processing (IJCNLP-05), poster},
  year = {2005},
  pages = {175-180},
  owner = {cem},
  timestamp = {2008.03.28}
}

@INPROCEEDINGS{Kobayashi,
  author = {Kobayashi, Nozomi and Inui, Kentaro and Matsumoto, Yuji},
  title = {Extracting Aspect-Evaluation and Aspect-Of Relations in Opinion Mining
	  },
  booktitle = {Proceedings of the 2007 Joint Conference on Empirical Methods in
	Natural Language Processing and Computational Natural Language Learning
	(EMNLP-CoNLL)},
  pages = {1065--1074},
  owner = {cem},
  timestamp = {2008.03.28},
  url = {http://www.aclweb.org/anthology/D/D07/D07-1114}
}

@INPROCEEDINGS{kobayashietal2004,
  author = {N. Kobayashi and K. Inui and K. Tateishi and T. Fukushima},
  title = {Collecting Evaluative Expressions for Opinion Extraction},
  booktitle = {Proceedings of IJCNLP 2004},
  year = {2004},
  pages = {596-605}
}

@ARTICLE{Koppel2006,
  author = {Moshe Koppel and Jonathan Schler},
  title = {The Importance of Neutral Examples for Learning Sentiment },
  journal = {Computational Intelligence},
  year = {2006},
  volume = {22},
  pages = {100--109},
  number = {2},
  owner = {cem},
  timestamp = {2008.03.28}
}

@INPROCEEDINGS{Koppel2005,
  author = {Moshe Koppel and Jonathan Schler},
  title = {The Importance of Neutral Examples for Learning Sentiment},
  booktitle = {Proceedings of FINEXIN-05: Workshop on the Analysis of Informal and
	Formal Information Exchange during Negotiations},
  year = {2005},
  owner = {cem},
  timestamp = {2008.03.27}
}

@INPROCEEDINGS{koppelshtrimberg2004,
  author = {Koppel, Moshe and Shtrimberg, Itai},
  title = {Good News or Bad News? {L}et the Market Decide  },
  booktitle = {Proceedings of the AAAI Spring Symposium on Exploring Attitude and
	Affect in Text: Theories and Applications},
  year = {2004},
  address = {Stanford, California},
  url = {http://www.cs.biu.ac.il/~koppel/papers/sentimentchapter-koppel.pdf}
}

@INPROCEEDINGS{Krestel2007,
  author = {Ralf Krestel and Rene Witte and Sabine Bergler},
  title = {Processing of Beliefs Extracted from Reported Speech in Newspaper
	Articles  },
  booktitle = {Proceedings of RANLP 2007},
  year = {2007},
  address = {Borovets, Bulgaria},
  owner = {josefr},
  timestamp = {2008.03.24},
  url = {http://rene-witte.net/downloads/ranlp2007/178_krestel.pdf}
}

@INPROCEEDINGS{Ku2006a,
  author = {Lun-Wei Ku and Hsiu-Wei Ho and Hsin-Hsi Chen},
  title = {Novel Relationship Discovery Using Opinions Mined from the Web 
	},
  booktitle = {Proceedings of AAAI-06, the 21st National Conference on Artificial
	Intelligence},
  year = {2006},
  address = {Boston, US},
  publisher = {AAAI Press},
  owner = {cem},
  timestamp = {2008.03.27},
  url = {http://nlg3.csie.ntu.edu.tw/conference_papers/aaai2006.pdf}
}

@INPROCEEDINGS{Ku2006,
  author = {Lun-Wei Ku and Yu-Ting Liang and Hsin-Hsi Chen},
  title = {Opinion Extraction, Summarization and Tracking in News and Blog Corpora
	  },
  booktitle = {Proceedings of the AAAI Spring Symposium on Computational Approaches
	to Analyzing Weblogs (AAAI-CAAW-06)},
  year = {2006},
  address = {Stanford, California},
  owner = {cem},
  timestamp = {2008.03.27},
  url = {http://www.aaai.org/Papers/Symposia/Spring/2006/SS-06-03/SS06-03-020.pdf}
}

@InProceedings{read-hope-carroll:2007:LAW,
  author    = {Read, Jonathon  and  Hope, David  and  Carroll, John},
  title     = {Annotating Expressions of Appraisal in English},
  booktitle = {Proceedings of the Linguistic Annotation Workshop},
  month     = {June},
  year      = {2007},
  address   = {Prague, Czech Republic},
  publisher = {Association for Computational Linguistics},
  pages     = {93--100},
  url       = {http://www.aclweb.org/anthology/W/W07/W07-1515}
}


@INPROCEEDINGS{lerman-EtAl:2008:PAPERS,
  author = {Lerman, Kevin and Gilder, Ari and Dredze, Mark and Pereira, Fernando},
  title = {Reading the Markets: Forecasting Public Opinion of Political Candidates
	by News Analysis  },
  booktitle = {Proceedings of the 22nd International Conference on Computational
	Linguistics (Coling 2008)},
  year = {2008},
  pages = {473--480},
  address = {Manchester, UK},
  month = {August},
  publisher = {Coling 2008 Organizing Committee},
  url = {http://www.aclweb.org/anthology/C08-1060}
}

@INPROCEEDINGS{Leshed2006,
  author = {Gilly Leshed and Joseph 'Jofish' Kaye},
  title = {Understanding how bloggers feel: {R}ecognizing affect in blog posts
	 },
  booktitle = {CHI '06: CHI '06 extended abstracts on Human factors in computing
	systems},
  year = {2006},
  pages = {1019--1024},
  address = {New York, NY, USA},
  publisher = {ACM Press},
  doi = {http://doi.acm.org/10.1145/1125451.1125646},
  isbn = {1-59593-298-4},
  location = {Montr\&\#233;al, Qu\&\#233;bec, Canada},
  owner = {cem},
  timestamp = {2008.03.28},
  url = {http://doi.acm.org/10.1145/1125451.1125646}
}

@INPROCEEDINGS{li-zong:2008:ACLShort,
  author = {Li, Shoushan and Zong, Chengqing},
  title = {Multi-domain Sentiment Classification   },
  booktitle = {Proceedings of ACL-08: HLT, Short Papers},
  year = {2008},
  pages = {257--260},
  address = {Columbus, Ohio},
  month = {June},
  publisher = {Association for Computational Linguistics},
  url = {http://www.aclweb.org/anthology/P/P08/P08-2065}
}

@INPROCEEDINGS{Li2007,
  author = {Y. Li and K. Bontcheva and H. Cunningham},
  title = {{Experiments of Opinion Analysis on the Corpora MPQA and NTCIR-6}
	  },
  booktitle = {Proceedings of the Sixth NTCIR Workshop Meeting on Evaluation of
	Information Access Technologies: Information Retrieval, Question
	Answering and Cross-Lingual Information Access},
  year = {2007},
  pages = {323-329},
  month = {May},
  abstract = {This paper describes the algorithms and linguistic features used in
	our participating system for the opinion analysis pilot task at NTCIR-6.
	It presents and discusses the results of our system on the opinion
	analysis task. It also presents our experiments of opinion analysis
	on the two corpora MPQA and NTCIR-6, by using our learning based
	system. Our system was base on the SVM learning. It achieved state
	of the art results on the MPQA corpus for the two problems, opinionated
	sentence recognition and opinion holder extraction. The results using
	the NTCIR-6 English corpus for both training and testing are certainly
	among the first ones. Our results on the opinionated sentence recognition
	sub-task of the NTCIR-6 were encouraging. The results on the English
	evaluation of the NTCIR-6 opinion analysis task were obtained from
	the models learned from the MPQA corpus. The lower results on the
	NTCIR-6 opinion holder extraction subtask, in comparison with those
	using each corpus for both training and testing, may possibly show
	that there exist substantial differences between the MPQA corpus
	and the NTCIR-6 English corpus},
  owner = {cem},
  timestamp = {2008.03.28},
  url = {http://gate.ac.uk/sale/ntcir6-papers/ntcir6-opinion-main.pdf}
}

@INPROCEEDINGS{light-qiu-srinivasan:2004:BioLINK,
  author = {Light, Marc and Qiu, Xin Ying and Srinivasan, Padmini},
  title = {The Language of Bioscience: Facts, Speculations, and Statements In
	Between  },
  booktitle = {HLT-NAACL 2004 Workshop: BioLINK 2004, Linking Biological Literature,
	Ontologies and Databases},
  year = {2004},
  editor = {Lynette Hirschman and James Pustejovsky},
  pages = {17--24},
  address = {Boston, Massachusetts, USA},
  month = {May 6},
  publisher = {Association for Computational Linguistics}
}

@INPROCEEDINGS{Lin2006b,
  author = {Lin, Wei-Hao},
  title = {Identifying Perspectives at the Document and Sentence Levels Using
	Statistical Models},
  booktitle = {Proceedings of the Human Language Technology Conference of the NAACL,
	Companion Volume: Doctoral Consortium},
  year = {2006},
  pages = {227--230},
  address = {New York City, USA},
  month = {June},
  publisher = {Association for Computational Linguistics},
  owner = {cem},
  timestamp = {2008.03.27},
  url = {http://www.aclweb.org/anthology/N/N06/N06-3005}
}

@INPROCEEDINGS{Lin2006a,
  author = {Lin, Wei-Hao and Hauptmann, Alexander},
  title = {Are These Documents Written from Different Perspectives? {A} Test
	of Different Perspectives Based on Statistical Distribution Divergence
	},
  booktitle = {Proceedings of the 21st International Conference on Computational
	Linguistics and 44th Annual Meeting of the Association for Computational
	Linguistics},
  year = {2006},
  pages = {1057--1064},
  address = {Sydney, Australia},
  month = {July},
  publisher = {Association for Computational Linguistics},
  owner = {cem},
  timestamp = {2008.03.27},
  url = {http://www.aclweb.org/anthology/P/P06/P06-1133}
}

@INPROCEEDINGS{Lin2006,
  author = {Lin, Wei-Hao and Wilson, Theresa and Wiebe, Janyce and Hauptmann,
	Alexander },
  title = {Which Side are You on? {I}dentifying Perspectives at the Document
	and Sentence Levels},
  booktitle = {Proceedings of the 10th Conference on Computational Natural Language
	Learning (CoNLL-2006)},
  year = {2006},
  pages = {109--116},
  address = {New York, New York},
  owner = {cem},
  timestamp = {2008.03.27},
  url = {http://www.cs.pitt.edu/~twilson/pubs/conll06.pdf}
}

@INPROCEEDINGS{Lita2005,
  author = {L.V. Lita and A. Schlaikjer and W. Hong and E. Nyberg},
  title = {Qualitative Dimensions in Question Answering: Extending the Definitional
	QA Task (poster)},
  booktitle = {Proceedings of the Twentieth National Conference on Artificial Intelligence},
  year = {2005}
}

@INPROCEEDINGS{Liu2005b,
  author = {Liu,Bing and Hu, Minqing and Cheng, Junsheng},
  title = {{Opinion Observer}: {A}nalyzing and comparing opinions on the {Web}
	 },
  booktitle = {Proceedings of WWW '05, the 14th international conference on World
	Wide Web},
  year = {2005},
  pages = {342--351},
  address = {Chiba, JP},
  publisher = {ACM Press},
  doi = {http://doi.acm.org/10.1145/1060745.1060797},
  isbn = {1-59593-046-9},
  owner = {cem},
  timestamp = {2008.03.28},
  url = {http://doi.acm.org/10.1145/1060745.1060797}
}

@INPROCEEDINGS{liuetal05,
  author = {Bing Liu and Minqing Hu and Junsheng Cheng},
  title = {Opinion Observer: Analyzing and Comparing Opinions on the Web},
  booktitle = {Proceedings of the 14th international World Wide Web conference (WWW-2005)},
  year = {2005},
  pages = {10-14},
  address = {Chiba, Janpan}
}

@INPROCEEDINGS{liuetal2003,
  author = {Hugo Liu and Henry Lieberman and Ted Selker},
  title = {A Model of Textual Affect Sensing using Real-World Knowledge 
	 },
  booktitle = {Proceedings of the International Conference on Intelligent User Interfaces
	(IUI-2003)},
  year = {2003},
  pages = {125-132},
  address = {Miami, Florida},
  keywords = {subjectivity},
  url = {web.media.mit.edu/~hugo/publications/papers/IUI2003-affectsensing.pdf}
}

@INPROCEEDINGS{Liu2005,
  author = {Jian Liu and Jianxin Yao and Gengfeng Wu},
  title = {Sentiment Classification Using Information Extraction Technique 
	},
  booktitle = {IDA},
  year = {2005},
  pages = {216--227},
  bibsource = {DBLP, http://dblp.uni-trier.de},
  ee = {http://dx.doi.org/10.1007/11552253_20},
  owner = {cem},
  timestamp = {2008.03.27},
  url = {MISSING}
}

@INPROCEEDINGS{Maeireizo2004,
  author = {Beatriz Maeireizo and Diane Litman and Rebecca Hwa},
  title = {Co-training for Predicting Emotions with Spoken Dialogue Data 
	},
  booktitle = {Proceedings of the 42th Annual Meeting of the Association for Computational
	Linguistics (ACL-2004)},
  year = {2004},
  owner = {cem},
  timestamp = {2008.03.27}
}

@ARTICLE{maloufmullen08,
  author = {Robert Malouf and Tony Mullen},
  title = {Taking Sides: Graph-based user classification for informal online
	political discourse  },
  journal = {Internet Research},
  year = {2008},
  volume = {18},
  number = {2},
  url = {http://bulba.sdsu.edu/~malouf/papers/Takingsides.pdf}
}

@INPROCEEDINGS{Mao2007,
  author = {Yi Mao and Guy Lebanon},
  title = {Isotonic Conditional Random Fields and Local Sentiment Flow },
  booktitle = {Advances in Neural Information Processing Systems 19},
  year = {2007},
  pages = {961--968},
  owner = {cem},
  timestamp = {2008.03.20}
}

@INPROCEEDINGS{Mao2006,
  author = {Mao, Yi and Lebanon, Guy},
  title = {Sequential Models for Sentiment Prediction },
  booktitle = {Proceedings of the ICML Workshop: Learning in Structured Output Spaces
	Open Problems in Statistical Relational Learning Statistical Network
	Analysis: Models, Issues and New Directions},
  year = {2006},
  audience = {Pos1},
  auteur = {FrancoisDenis RemiGilleron MarcTommasi MOSTRARE GRAPPA},
  owner = {cem},
  timestamp = {2008.03.28},
  url = {http://www.stat.purdue.edu/~lebanon/papers/sentimentWorkshop.pdf}
}

@BOOK{martinwhite05,
  title = {The Language of Evaluation: The Appraisal Framework ANN this is a
	book},
  publisher = {Palgrave Macmillan},
  year = {2005},
  author = {James R. Martin and Peter R.R. White},
  address = {London}
}

@INPROCEEDINGS{Matsumoto2005,
  author = {Matsumoto,Shotaro and Takamura, Hiroya and Okumura, Manabu},
  title = {Sentiment Classification Using Word Sub-sequences and Dependency
	Sub-trees },
  booktitle = {Proceeding of PAKDD'05, the 9th Pacific-Asia Conference on Advances
	in Knowledge Discovery and Data Mining},
  year = {2005},
  editor = {Tu Bao Ho and David Cheung and Huan Li},
  volume = {3518},
  series = {Lecture Notes in Computer Science},
  pages = {301--310},
  address = {Hanoi, VN},
  publisher = {Springer-Verlag},
  citeseerurl = {http://citeseer.ist.psu.edu/context/2729654/0},
  doi = {http://dx.doi.org/10.1007/11430919_37},
  owner = {cem},
  timestamp = {2008.03.27},
  url = {www.lr.pi.titech.ac.jp/~shotaro/publication/050520abst.pdf}
}

@INPROCEEDINGS{McDonald2007,
  author = {McDonald, Ryan and Hannan, Kerry and Neylon, Tyler and Wells, Mike
	and Reynar, Jeff},
  title = {Structured Models for Fine-to-Coarse Sentiment Analysis  },
  booktitle = {Proceedings of the 45th Annual Meeting of the Association of Computational
	Linguistics},
  year = {2007},
  pages = {432--439},
  address = {Prague, Czech Republic},
  month = {June},
  publisher = {Association for Computational Linguistics},
  owner = {cem},
  timestamp = {2008.03.27},
  url = {http://www.aclweb.org/anthology/P/P07/P07-1055}
}

@INPROCEEDINGS{medlock-briscoe:2007:ACLMain,
  author = {Medlock, Ben and Briscoe, Ted},
  title = {Weakly Supervised Learning for Hedge Classification in Scientific
	Literature },
  booktitle = {Proceedings of the 45th Annual Meeting of the Association of Computational
	Linguistics},
  year = {2007},
  pages = {992--999},
  address = {Prague, Czech Republic},
  month = {June},
  publisher = {Association for Computational Linguistics},
  url = {http://www.aclweb.org/anthology/P/P07/P07-1125}
}

@INPROCEEDINGS{Mi2006,
  author = {Hongcheng Mi and I-Heng Mei},
  title = {Searching Sentiments in Blogs },
  booktitle = {Proceedings of AAAI 2006 Spring Sympoia on Computational Approaches
	to Analyzing Weblogs (AAAI-CAAW 2006)},
  year = {2006},
  owner = {cem},
  timestamp = {2008.03.27}
}

@INPROCEEDINGS{Mihalcea2007,
  author = {Rada Mihalcea and Carmen Banea and Janyce Wiebe},
  title = {Learning Multilingual Subjective Language via Cross-Lingual Projections
	 },
  booktitle = {Proceedings of ACL},
  year = {2007},
  owner = {cem},
  timestamp = {2008.03.27},
  url = {http://www.cs.pitt.edu/~wiebe/pubs/papers/acl07.pdf}
}

@INPROCEEDINGS{Mihalcea2007a,
  author = {Mihalcea, Rada and Banea, Carmen and Wiebe, Janyce},
  title = {Learning Multilingual Subjective Language via Cross-Lingual Projections},
  booktitle = {Proceedings of the 45th Annual Meeting of the Association of Computational
	Linguistics},
  year = {2007},
  pages = {976--983},
  address = {Prague, Czech Republic},
  month = {June},
  publisher = {Association for Computational Linguistics},
  owner = {cem},
  timestamp = {2008.03.28},
  url = {http://www.aclweb.org/anthology/P/P07/P07-1123}
}

@INPROCEEDINGS{Mihalcea2006,
  author = {Mihalcea, Rada and Liu, Hugo},
  title = {A corpus-based approach to finding happiness  },
  booktitle = {Proceedings of AAAI-CAAW-06, the Spring Symposia on Computational
	Approaches to Analyzing Weblogs},
  year = {2006},
  owner = {cem},
  timestamp = {2008.03.27},
  url = {http://web.media.mit.edu/~hugo/publications/papers/CAAW2006-happiness.pdf}
}

@INPROCEEDINGS{Mihalcea2005,
  author = {Rada Mihalcea and Carlo Strapparava},
  title = {Making Computers Laugh: {I}nvestigations in Automatic Humor Recognition
	 },
  booktitle = hltemnlp2005,
  year = {2005},
  pages = {531-538},
  address = {Vancouver, Canada},
  owner = {cem},
  timestamp = {2008.03.27}
}

@INPROCEEDINGS{Mishne2005,
  author = {Mishne, Gilad},
  title = {Experiments with Mood Classification in Blog Posts  },
  booktitle = {Proceedings of the 1st Workshop on Stylistic Analysis Of Text For
	Information Access (Style 2005)},
  year = {2005},
  owner = {cem},
  timestamp = {2008.03.27},
  url = {http://staff.science.uva.nl/~gilad/pubs/style2005-blogmoods.pdf}
}

@INPROCEEDINGS{mishneglance2006,
  author = {Gilad Mishne and Natalie Glance},
  title = {Predicting Movie Sales from Blogger Sentiment },
  booktitle = {AAAI 2006 Spring Symposium on Computational Approaches to Analysing
	Weblogs (AAAI-CAAW 2006)},
  year = {2006},
  url = {http://staff.science.uva.nl/~gilad/pubs/aaai06-linkpolarity.pdf}
}

@INPROCEEDINGS{Mishne2006,
  author = {Gilad Mishne and Maarten de Rijke},
  title = {Deriving Wishlists from Blogs: {S}how us your blog, and we'll tell
	you what books to buy  },
  booktitle = {Proceedings of the 15th International World Wide Web Conference (WWW-2006)},
  year = {2006},
  pages = {925--926},
  address = {Edinburgh, Scotland},
  owner = {cem},
  timestamp = {2008.03.27}
}

@INPROCEEDINGS{moilanen-pulman:2008:ACLShort,
  author = {Moilanen, Karo and Pulman, Stephen},
  title = {The Good, th\e Bad, and the Unknown: Morphosyllabic Sentiment Tagging
	of Unseen Words   },
  booktitle = {Proceedings of ACL-08: HLT, Short Papers},
  year = {2008},
  pages = {109--112},
  address = {Columbus, Ohio},
  month = {June},
  publisher = {Association for Computational Linguistics},
  url = {http://www.aclweb.org/anthology/P/P08/P08-2028}
}

@INPROCEEDINGS{Moilanen2007,
  author = {Karo Moilanen and Stephen Pulman},
  title = {Sentiment Composition },
  booktitle = {Proceedings of RANLP 2007},
  year = {2007},
  address = {Borovets, Bulgaria},
  owner = {josefr},
  timestamp = {2008.03.24}
}

@INPROCEEDINGS{morinagaetal2002,
  author = {Satoshi Morinaga and Kenji Yamanishi and Kenji Tateishi and Toshikazu
	Fukushima},
  title = {Mining Product Reputations on the {Web} },
  booktitle = {Proceedings of the 8th ACM SIGKDD International Conference on Knowledge
	Discovery and Data Mining (KDD-2002)},
  year = {2002},
  pages = {341-349},
  address = {Edmonton, Canada}
}

@INPROCEEDINGS{Morris2004,
  author = {Morris, Jane and Hirst, Graeme},
  title = {The Subjectivity of Lexical Cohesion in Text },
  booktitle = {Proceedings of the AAAI Spring Symposium on Exploring Attitude and
	Affect in Text: Theories and Applications},
  year = {2004},
  address = {Stanford, US},
  owner = {cem},
  timestamp = {2008.03.27},
  url = {http://ftp.cs.toronto.edu/pub/gh/Morris+Hirst-2004-EAAT.pdf}
}

@INPROCEEDINGS{Mulder2004,
  author = {Mulder, Matthijs and Nijholt, Anton and den Uyl, Marten and Terpstra,
	Peter},
  title = {A Lexical Grammatical Implementation of Affect },
  booktitle = {Proceedings of the 7th International Conference Text, Speech and
	Dialogue (TSD-04)},
  year = {2004},
  volume = {3206},
  series = {Lecture Notes in Computer Science},
  pages = {171--178},
  address = {Brno, CZ},
  publisher = {Springer-Verlag},
  owner = {cem},
  timestamp = {2008.03.27},
  url = {http://wwwhome.cs.utwente.nl/~anijholt/artikelen/tsd2004.pdf}
}

@INPROCEEDINGS{Mullen2004,
  author = {Tony Mullen and Nigel Collier},
  title = {Sentiment Analysis Using Support Vector Machines with Diverse Information
	Sources },
  booktitle = emnlp2004,
  year = {2004},
  pages = {412-418},
  address = {Barcelona, Spain},
  keywords = {subjectivity},
  owner = {cem},
  timestamp = {2008.03.27},
  url = {research.nii.ac.jp/~collier/group/mullen/Papers/emnlp_corrected.pdf}
}

@INPROCEEDINGS{Mullen2006,
  author = {Tony Mullen and Robert Malouf},
  title = {A Preliminary Investigation into Sentiment Analysis of Informal Political
	Discourse },
  booktitle = {AAAI 2006 Spring Symposium on Computational Approaches to Analysing
	Weblogs (AAAI-CAAW 2006)},
  year = {2006},
  owner = {cem},
  timestamp = {2008.03.27}
}

@INPROCEEDINGS{Na2005,
  author = {Jin-Cheon Na and Christopher S. G. Khoo and Syin Chan and Norraihan
	Bte Hamzah},
  title = {Sentiment-based search in digital libraries  },
  booktitle = {Proceedings of the 5th ACM/IEEE-CS Joint Conference on Digital Libraries
	(JCDL-05)},
  year = {2005},
  pages = {143--144},
  address = {Denver, US},
  doi = {http://doi.acm.org/10.1145/1065385.1065416},
  isbn = {1-58113-876-8},
  owner = {cem},
  timestamp = {2008.03.27},
  url = {http://portal.acm.org/ft_gateway.cfm?id=1065416&type=pdf}
}

@INPROCEEDINGS{Nastase2007,
  author = {Vivi Nastase and Marina Sokolova and Jelber Sayyad Shirabad},
  title = {Do Happy Words Sound Happy? A Study of Relations between Form and
	Meaning for English Words Expressing Emotions  },
  booktitle = {Proceedings of RANLP 2007},
  year = {2007},
  address = {Borovets, Bulgaria},
  owner = {josefr},
  timestamp = {2008.03.24}
}

@inproceedings{NasukawaYi2003,
 author = {Tetsuya Nasukawa and Jeonghee Yi},
 title = {Sentiment analysis: capturing favorability using natural language processing},
 booktitle = {K-CAP '03: Proceedings of the 2nd international conference on Knowledge capture},
 year = {2003},
 isbn = {1-58113-583-1},
 pages = {70--77},
 location = {Sanibel Island, FL, USA},
 doi = {http://doi.acm.org/10.1145/945645.945658},
 publisher = {ACM},
 url = {http://portal.acm.org/ft_gateway.cfm?id=945658&type=pdf&coll=GUIDE&dl=GUIDE&CFID=765818&CFTOKEN=30592167},
 address = {New York, NY, USA},
 }




@INPROCEEDINGS{Ni2007,
  author = {Xiaochuan Ni and Gui-Rong Xue and Xiao Ling and Yong Yu and Qiang
	Yang},
  title = {Exploring in the weblog space by detecting informative and affective
	articles   },
  booktitle = {Proceedings of the 16th international conference on World Wide Web
	(WWW '07)},
  year = {2007},
  pages = {281--290},
  owner = {cem},
  timestamp = {2008.03.20},
  url = {http://www2007.org/papers/paper225.pdf }
}

@INPROCEEDINGS{Nigam2004,
  author = {Nigam, Kamal and Hurst, Matthew},
  title = {Towards a Robust Metric of Opinion  },
  booktitle = {Proceedings of the AAAI Spring Symposium on Exploring Attitude and
	Affect in Text: Theories and Applications},
  year = {2004},
  address = {Standford, California},
  owner = {cem},
  timestamp = {2008.03.27},
  url = {http://www.kamalnigam.com/papers/metric-EAAT04.pdf}
}

@INPROCEEDINGS{Oberlander2006,
  author = {Oberlander, Jon and Nowson, Scott},
  title = {Whose Thumb Is It Anyway? {C}lassifying Author Personality from Weblog
	Text },
  booktitle = {Proceedings of the COLING/ACL 2006 Main Conference Poster Sessions},
  year = {2006},
  pages = {627--634},
  address = {Sydney, Australia},
  owner = {cem},
  timestamp = {2008.03.28},
  url = {http://www.aclweb.org/anthology/P/P06/P06-2081}
}

@INCOLLECTION{ortony2003,
  author = {Andrew Ortony},
  title = {On making believable emotional agents believable  },
  booktitle = {Emotions in humans and artifacts},
  publisher = {MIT Press},
  year = {2003},
  url = {http://www.cs.northwestern.edu/~ortony/Andrew%20Ortony_files/Believable_Agents.pdf}
}

@INPROCEEDINGS{Ounis2008,
  author = {Iadh Ounis and Craig Macdonald and Ian Soboroff},
  title = {On the TREC Blog Track  },
  booktitle = {Proceedings of the International Conference on Weblogs and Social
	Media (ICWSM)},
  year = {2008},
  owner = {cem},
  timestamp = {2008.08.06},
  url = {http://www.google.com/url?sa=t&source=web&ct=res&cd=2&url=http%3A%2F%2Fir.dcs.gla.ac.uk%2Fterrier%2Fpublications%2Founis08trecblog.pdf&ei=1JG1SLfoC5aIer3HtZMI&usg=AFQjCNEZ7-Qp3ysT_GNeDOkOgnL1nWPxCw&sig2=RaU6HG3sEKbiavCC84k00w}
}

@INPROCEEDINGS{Owsley2006,
  author = {Sara Owsley and Sanjay Sood and Kristian J. Hammond},
  title = {Domain Specific Affective Classification of Documents  },
  booktitle = {Proceedings ofAAAI-CAAW-06, the Spring Symposia on Computational
	Approaches to Analyzing Weblogs},
  year = {2006},
  address = {Stanford, US},
  owner = {cem},
  timestamp = {2008.03.28},
  url = {http://infolab.northwestern.edu/infolab/downloads/papers/paper10147.pdf}
}

@INPROCEEDINGS{pang-lee:2008:POSTERS,
  author = {Pang, Bo and Lee, Lillian},
  title = {Using Very Simple Statistics for Review Search: An Exploration 
	},
  booktitle = {Coling 2008: Companion volume: Posters and Demonstrations},
  year = {2008},
  pages = {73--76},
  address = {Manchester, UK},
  month = {August},
  publisher = {Coling 2008 Organizing Committee},
  url = {http://www.aclweb.org/anthology/C08-3019}
}

@ARTICLE{Pang2008,
  author = {Bo Pang and Lillian Lee},
  title = {Opinion mining and sentiment analysis},
  journal = {Foundations and Trends in Information Retrieval},
  year = {2008},
  volume = {Vol. 2(1-2)},
  pages = {pp. 1-135},
  owner = {cem},
  timestamp = {2008.08.06}
}

@INPROCEEDINGS{Pang2005,
  author = {Bo Pang and Lillian Lee},
  title = {Seeing Stars: {E}xploiting Class Relationships for Sentiment Categorization
	with Respect to Rating Scales },
  booktitle = acl2005,
  year = {2005},
  pages = {115-124},
  address = {Ann Arbor, Michigan},
  keywords = {subjectivity},
  url = {http://aclweb.org/anthology-new/P/P05/P05-1015.pdf},
  owner = {cem},
  timestamp = {2008.03.27}
}

@INPROCEEDINGS{Pang2004,
  author = {Bo Pang and Lillian Lee},
  title = {A Sentimental Education: {S}entiment Analysis Using Subjectivity
	Summarization Based on Minimum Cuts },
  booktitle = acl2004,
  year = {2004},
  pages = {271--278},
  address = {Barcelona, ES},
  publisher = {Association for Computational Linguistics},
  keywords = {subjectivity},
  owner = {cem},
  timestamp = {2008.03.27}
}

@INPROCEEDINGS{pangetal2002,
  author = {Bo Pang and Lillian Lee and Shivakumar Vaithyanathan},
  title = {Thumbs up? {S}entiment Classification Using Machine Learning Techniques
	},
  booktitle = {emnlp2002},
  year = {2002},
  pages = {79-86},
  address = {Philadelphia, Pennsylvania}
}

@INCOLLECTION{Polanyi2005,
  author = {Livia Polanyi and Annie Zaenen},
  title = {Contextual valence shifters },
  booktitle = {Computing Attitude and Affect in Text},
  publisher = {Springer},
  year = {2005},
  keywords = {subjectivity},
  owner = {cem},
  timestamp = {2008.03.28},
  url = {MISSING}
}

@INPROCEEDINGS{polanyizaenen2004,
  author = {Livia Polanyi and Annie Zaenen},
  title = {Contextual Valence Shifters},
  booktitle = {Working Notes --- Exploring Attitude and Affect in Text: Theories
	and Applications (AAAI Spring Symposium Series)},
  year = {2004},
  keywords = {subjectivity}
}

@INPROCEEDINGS{polifroni-walker:2008:ACLMain,
  author = {Polifroni, Joseph and Walker, Marilyn},
  title = {Intensional Summaries as Cooperative Responses in Dialogue: Automation
	and Evaluation },
  booktitle = {Proceedings of ACL-08: HLT},
  year = {2008},
  pages = {479--487},
  address = {Columbus, Ohio},
  month = {June},
  publisher = {Association for Computational Linguistics},
  url = {http://www.aclweb.org/anthology/P/P08/P08-1055}
}

@INPROCEEDINGS{popescuetzioni2005,
  author = {Ana-Maria Popescu and Oren Etzioni},
  title = {Extracting Product Features and Opinions from Reviews  },
  booktitle = {hltemnlp2005},
  year = {2005},
  pages = {339-346},
  address = {Vancouver, Canada}
}

@INPROCEEDINGS{Popescu2005,
  author = {Ana-Maria Popescu and Bao Nguyen and Oren Etzioni},
  title = {{OPINE}: {E}xtracting Product Features and Opinions from Reviews},
  booktitle = {Proceedings of HLT/EMNLP 2005 Interactive Demonstrations},
  year = {2005},
  pages = {32--33},
  address = {Vancouver, British Columbia, Canada},
  month = {October},
  publisher = {Association for Computational Linguistics},
  owner = {cem},
  timestamp = {2008.03.28},
  url = {http://www.aclweb.org/anthology/H/H05/H05-2017}
}

@INPROCEEDINGS{Pouliquen2007,
  author = {Bruno Pouliquen and Ralf Steinberger and Clive Best},
  title = {Automatic Detection Of Quotations in Multilingual News  },
  booktitle = {Proceedings of RANLP 2007},
  year = {2007},
  address = {Borovets, Bulgaria},
  owner = {josefr},
  timestamp = {2008.03.24}
}

@INPROCEEDINGS{timeml,
  author = {J. Pustejovsky and J. Castaqo and R. Ingria and R. Saurm and R. Gaizauskas
	and A. Setzer and G. Katz},
  title = {TimeML: Robust Specification of Event and Temporal Expressions in
	Text  },
  booktitle = {IWCS-5, Fifth International Workshop on Computational Semantics},
  year = {2003},
  url = {http://www.timeml.org/site/publications/timeMLpubs/PustejovskyEtAl2.pdf}
}


@MASTERSTHESIS{Read2004,
  author = {Jonathon Read},
  title = {Recognising Affect in Text using Pointwise-Mutual Information 
	ANN},
  school = {University of Sussex},
  year = {2004},
  owner = {cem},
  timestamp = {2008.03.28},
  url = {http://www.cogs.susx.ac.uk/users/jlr24/papers/read-us04.pdf}
}

@INPROCEEDINGS{riloffetal2006,
  author = {Riloff, Ellen and Patwardhan, Siddharth and Wiebe, Janyce},
  title = {Feature Subsumption for Opinion Analysis  },
  booktitle = {Proceedings of the 2006 Conference on Empirical Methods in Natural
	Language Processing},
  year = {2006},
  pages = {440--448},
  address = {Sydney, Australia},
  month = {July},
  publisher = {Association for Computational Linguistics},
  url = {http://www.aclweb.org/anthology/W/W06/W06-1652}
}

@INPROCEEDINGS{riloffwiebe2003,
  author = {Ellen Riloff and Janyce Wiebe},
  title = {Learning Extraction Patterns for Subjective Expressions },
  booktitle = {emnlp2003},
  year = {2003},
  pages = {105-112},
  url = {http://www.aclweb.org/anthology-new/W/W03/W03-1014.pdf},
  address = {Sapporo, Japan}
}

@INPROCEEDINGS{riloffetal2005,
  author = {Ellen Riloff and Janyce Wiebe and William Phillips },
  title = {Exploiting Subjectivity Classification to Improve Information Extraction},
  booktitle = {Proc. 20th National Conference on Artificial Intelligence (AAAI-2005)},
  year = {2005},
  pages = {1106-1111},
  address = {Pittsburgh, PA}
}

@INPROCEEDINGS{riloffwiebewilsonconll03,
  author = {Ellen Riloff and Janyce Wiebe and Theresa Wilson},
  title = {Learning Subjective Nouns Using Extraction Pattern Bootstrapping
	},
  booktitle = conll2003,
  year = {2003},
  pages = {25-32},
  address = {Edmonton, Canada},
  url = {http://www.aclweb.org/anthology-new/W/W03/W03-0404.pdf},
  keywords = {subjectivity}
}

@INPROCEEDINGS{Rittman2004,
  author = {Robert Rittman and Nina Wacholder and Paul Kantor and Kwong Bor Ng
	and Tomek Strzalkowski and Ying Sun},
  title = {Adjectives as Indicators of Subjectivity in Documents },
  booktitle = {Proceedings of the 67th Annual Meeting of the American Society for
	Information Science and Technology},
  year = {2004},
  owner = {cem},
  timestamp = {2008.03.28}
}

@INPROCEEDINGS{rotaru-litman:2006:COLACL,
  author = {Rotaru, Mihai and Litman, Diane J.},
  title = {Dependencies between Student State and Speech Recognition Problems
	in Spoken Tutoring Dialogues  },
  booktitle = {Proceedings of the 21st International Conference on Computational
	Linguistics and 44th Annual Meeting of the Association for Computational
	Linguistics},
  year = {2006},
  pages = {193--200},
  address = {Sydney, Australia},
  month = {July},
  publisher = {Association for Computational Linguistics},
  doi = {10.3115/1220175.1220200},
  url = {http://www.aclweb.org/anthology/P06-1025}
}

@INCOLLECTION{rubin05,
  author = {V. Rubin and E. Liddy and N. Kando},
  title = {Certainty Identification in Texts: Categorization Model and Manual
	Tagging Results  },
  booktitle = {Computing Attitude and Affect in Text},
  publisher = {Springer},
  year = {2005},
  editor = {James G. Shanahan and Yan Qu and Janyce Wiebe},
  url = {http://publish.uwo.ca/~vrubin/Publications/RubinLiddyKando_CertaintyIdentification_Ch7.pdf}
}

@INPROCEEDINGS{rubin:2007:ShortPapers,
  author = {Rubin, Victoria L.},
  title = {Stating with Certainty or Stating with Doubt: Intercoder Reliability
	Results for Manual Annotation of Epistemically Modalized Statements
	  },
  booktitle = {Human Language Technologies 2007: The Conference of the North American
	Chapter of the Association for Computational Linguistics; Companion
	Volume, Short Papers},
  year = {2007},
  pages = {141--144},
  address = {Rochester, New York},
  month = {April},
  publisher = {Association for Computational Linguistics},
  url = {http://www.aclweb.org/anthology/N/N07/N07-2036}
}

@INPROCEEDINGS{Rubin2004,
  author = {Rubin, Victoria L. and Stanton, Jeffrey M. and Liddy, Elizabeth D.},
  title = {Discerning Emotions in Texts  },
  booktitle = {Proceedings of the AAAI Spring Symposium on Exploring Attitude and
	Affect in Text: Theories and Applications},
  year = {2004},
  address = {Stanford, US},
  owner = {cem},
  timestamp = {2008.03.28},
  url = {http://www.cnlp.org/publications/04Emotion.Stanford.pdf}
}

@INPROCEEDINGS{Sadamitsu2008,
  author = {Kugatsu Sadamitsu and Satoshi Sekine and Mikio Yamamoto},
  title = {Sentiment Analysis Based on Probabilistic Models Using Inter-Sentence
	Information    },
  booktitle = {Proceedings of the Sixth International Language Resources and Evaluation
	(LREC'08)},
  year = {2008},
  owner = {cem},
  timestamp = {2008.08.08}
}

@INPROCEEDINGS{Salvetti2004,
  author = {Salvetti, Franco and Lewis, Stephen and Reichenbach, Christoph},
  title = {Impact of Lexical Filtering on Overall Opinion Polarity Identification
	},
  booktitle = {Proceedings of the AAAI Spring Symposium on Exploring Attitude and
	Affect in Text: Theories and Applications},
  year = {2004},
  editor = {James G. Shanahan and Janyce Wiebe and Yan Qu},
  address = {Stanford, US},
  owner = {cem},
  timestamp = {2008.03.27},
  url = {http://ucsub.colorado.edu/~salvetti/SS404SalvettiF.pdf}
}

@ARTICLE{Salvetti2004a,
  author = {Franco Salvetti and Stephen Lewis and Christoph Reichenbach},
  title = {Automatic Opinion Polarity Classification of Movie Reviews },
  journal = {Colorado Research in Linguistics},
  year = {2004},
  volume = {17},
  number = {1},
  owner = {cem},
  timestamp = {2008.03.28},
  url = {http://ucsub.colorado.edu/~salvetti/Colorado%20Research%20in%20Linguistic.pdf}
}

@INPROCEEDINGS{Sano2004,
  author = {Makoto Sano},
  title = {An Affect-Based Text Mining System for Qualitative Analysis of Japanese
	Free Text},
  booktitle = {AAAI Spring Symposium on Exploring Attitude and Affect in Text: Theories
	and Applications},
  year = {2004},
  owner = {josefr},
  timestamp = {2007.04.04}
}

@INPROCEEDINGS{Scott2007,
  author = {Piao Scott and Sophia Ananiadou and Yoshimasa Tsuruoka and Yutaka
	Sasaki and John McNaught},
  title = {Mining Opinion Polarity Relations of Citations },
  booktitle = {In Proceedings of the 7th International Workshop on Computational
	Semantics (IWCS-7)},
  year = {2007},
  pages = {366-371},
  address = {Tilburg, Netherland},
  owner = {cem},
  timestamp = {2008.04.12}
}

@INPROCEEDINGS{sekietal2005,
  author = {Yohei Seki and Koji Eguchi and Noriko Kando and Masaki Aono},
  title = {Multi-Document Summarization with Subjectivity Analysis at {DUC}
	2005 },
  booktitle = {Proceedings 2005 Document Understanding Conference (DUC-2005)},
  year = {2005},
  url = {http://duc.nist.gov/pubs/2005papers/toyohashiu2.seki.pdf}
}

@CONFERENCE{sekietal2005a,
  author = {Seki, Yohei and Eguchi, Koji and Kando, Noriko and Aono, Masaki},
  title = {Multi-document summarization reflecting information needs on subjectivity
	},
  booktitle = {The 5th NTCIR Workshop},
  year = {2005},
  location = {Tokyo, Japan},
  url = {http://research.nii.ac.jp/ntcir/workshop/OnlineProceedings5/data/OPEN/NTCIR5-OPEN-SekiY.pdf}
}

@INPROCEEDINGS{Shaikh2006,
  author = {Mostafa Al Masum Shaikh and Prendinger Helmut and Mitsuru Ishizuka},
  title = {A cognitively based approach to affect sensing from text 
	},
  booktitle = {Proceedings of the 11th International Conference on Intelligent User
	Interfaces (IUI-2006)},
  year = {2006},
  pages = {303--305},
  address = {Sydney, Australia},
  isbn = {1-59593-287-9},
  owner = {cem},
  timestamp = {2008.03.28},
  url = {http://portal.acm.org/ft_gateway.cfm?id=1111518&type=pdf&coll=GUIDE&dl=GUIDE&CFID=767519&CFTOKEN=46674131}
}

@INPROCEEDINGS{snyderbarzilay07,
  author = {Benjamin Snyder and Regina Barzilay},
  title = {Multiple Aspect Ranking using the Good Grief Algorithm  },
  booktitle = {Proceedings of NAACL-2007},
  year = {2007},
  url = {http://people.csail.mit.edu/regina/my_papers/ggranker.ps}
}

@INPROCEEDINGS{somasundaran-wiebe-ruppenhofer:2008:PAPERS,
  author = {Somasundaran, Swapna and Wiebe, Janyce and Ruppenhofer, Josef},
  title = {Discourse Level Opinion Interpretation  },
  booktitle = {Proceedings of the 22nd International Conference on Computational
	Linguistics (Coling 2008)},
  year = {2008},
  pages = {801--808},
  address = {Manchester, UK},
  month = {August},
  publisher = {Coling 2008 Organizing Committee},
  url = {http://www.aclweb.org/anthology/C08-1101}
}

@INPROCEEDINGS{somasundaranetal2007,
  author = {Swapna Somasundaran and Theresa Wilson and Janyce Wiebe and Veselin
	Stoyanov },
  title = {QA with Attitude: Exploiting Opinion Type Analysis for Improving
	Question Answering in On-line Discussions and the News},
  booktitle = {International Conference on Weblogs and Social Media},
  year = {2007},
  address = {Boulder, CO}
}

@INPROCEEDINGS{stoyanov-cardie:2008:PAPERS,
  author = {Stoyanov, Veselin and Cardie, Claire},
  title = {Topic Identification for Fine-Grained Opinion Analysis },
  booktitle = {Proceedings of the 22nd International Conference on Computational
	Linguistics (Coling 2008)},
  year = {2008},
  pages = {817--824},
  address = {Manchester, UK},
  month = {August},
  publisher = {Coling 2008 Organizing Committee},
  url = {http://www.aclweb.org/anthology/C08-1103}
}

@INPROCEEDINGS{Stoyanov2008,
  author = {Veselin Stoyanov and Claire Cardie},
  title = {Annotating Topics of Opinions  },
  booktitle = {Proceedings of the Sixth International Language Resources and Evaluation
	(LREC'08)},
  year = {2008},
  owner = {cem},
  timestamp = {2008.08.08}
}

@INPROCEEDINGS{Stoyanov2006,
  author = {Stoyanov, Veselin and Cardie, Claire },
  title = {Partially Supervised Coreference Resolution for Opinion Summarization
	through Structured Rule Learning},
  booktitle = {Proceedings of the 2006 Conference on Empirical Methods in Natural
	Language Processing},
  year = {2006},
  pages = {336--344},
  address = {Sydney, Australia},
  month = {July},
  publisher = {Association for Computational Linguistics},
  owner = {cem},
  timestamp = {2008.03.27},
  url = {http://www.aclweb.org/anthology/W/W06/W06-1640}
}

@INPROCEEDINGS{stoyanovcardieACL2006,
  author = {Stoyanov, Veselin and Cardie, Claire },
  title = {Toward Opinion Summarization: {L}inking the Sources},
  booktitle = {Proceedings of the Workshop on Sentiment and Subjectivity in Text},
  year = {2006},
  pages = {9--14},
  address = {Sydney, Australia},
  month = {July},
  publisher = {Association for Computational Linguistics},
  url = {http://www.aclweb.org/anthology/W/W06/W06-0302}
}

@INPROCEEDINGS{Stoyanov2004,
  author = {Stoyanov, Veselin and Cardie, Claire and Litman, Diane and Wiebe,
	Janyce},
  title = {Evaluating an Opinion Annotation Scheme Using a New {Multi-Perspective
	Question and Answer} Corpus ANN},
  booktitle = {Proceedings of the AAAI Spring Symposium on Exploring Attitude and
	Affect in Text: Theories and Applications},
  year = {2004},
  editor = {James G. Shanahan and Janyce Wiebe and Yan Qu},
  address = {Stanford, California},
  owner = {cem},
  timestamp = {2008.03.27}
}

@INPROCEEDINGS{stoyanovetal2005,
  author = {Veselin Stoyanov and Claire Cardie and Janyce Wiebe},
  title = {{Multi-Perspective Question Answering} Using the {OpQA} Corpus },
  booktitle = {hltemnlp2005},
  year = {2005},
  pages = {923-930},
  address = {Vancouver, Canada}
}

@INPROCEEDINGS{Strapparava2007,
  author = {Carlo Strapparava and Rada Mihalcea},
  title = {SemEval-2007 Task 14: Affective Text ANN },
  booktitle = {Proceedings of the 4th International Workshop on the Semantic Evaluations
	(SemEval 2007)},
  year = {2007},
  address = {Prague, Czech Republic},
  month = {June},
  owner = {cem},
  timestamp = {2008.03.27},
  url = {www.cs.unt.edu/~rada/papers/strapparava.semeval07.pdf}
}

@INPROCEEDINGS{Strapparava2004,
  author = {Carlo Strapparava and Alessandro Valitutti},
  title = {{WordNet-Affect}: {A}n affective extension of {WordNet} },
  booktitle = {Proceedings of the 4th International Conference on Language Resources
	and Evaluation},
  year = {2004},
  pages = {1083-1086},
  organization = {ELRA},
  owner = {cem},
  timestamp = {2008.03.28},
  url = {MISSING}
}

@INPROCEEDINGS{Strapparava2006,
  author = {C. Strapparava and A. Valitutti and O. Stock},
  title = {The affective weight of lexicon },
  booktitle = {Proceedings of the 5th International Conference on Language Resources
	and Evaluation (LREC-2006)},
  year = {2006},
  pages = {423--426},
  month = {May},
  owner = {cem},
  timestamp = {2008.03.28}
}

@INPROCEEDINGS{Su2008,
  author = {Fangzhong Su and Katja Markert},
  title = {From word to sense: a case study of subjectivity recognition 
	},
  booktitle = {Proceedings of the 22nd International Conference on Computational
	Linguistics (COLING-2008)},
  year = {2008},
  address = {Manchester},
  owner = {cem},
  timestamp = {2008.08.06}
}

@INPROCEEDINGS{SuColingWorkshop08,
  author = {Su, Fangzhong and Katja Markert},
  title = {Eliciting Subjectivity and Polarity Judgements on Word Senses 
	},
  booktitle = {Proceedings of the 22nd International Conference on Computational
	Linguistics (COLING-2008) Workshop on Human Judgements in Computational
	Linguistics},
  year = {2008},
  timestamp = {2008.08.28},
  url = {http://www.comp.leeds.ac.uk/markert/Papers/HJCL08.pdf}
}

@ARTICLE{Subasic2001,
  author = {Pero Subasic and Alison Huettner},
  title = {Affect Analysis of Text Using Fuzzy Semantic Typing },
  journal = {IEEE Transactions on Fuzzy Systems},
  year = {2001},
  volume = {9},
  pages = {483--496},
  comments = {there are only 3 citations in this paper!},
  issue = {4},
  keywords = {affect,subjectivity,lexicon},
  owner = {cem},
  timestamp = {2008.03.27},
  url = {www.clairvoyancecorp.com/talks/FuzzyTypingCP.pdf}
}

@INPROCEEDINGS{suzukietal2006,
  author = {Suzuki, Yasuhiro and Takamura, Hiroya and Okumura, Manabu},
  title = {Application of Semi-supervised Learning to Evaluative Expression
	Classification  },
  booktitle = {Proceedings of the 7th International Conference on Intelligent Text
	Processing and Computational Linguistics (CICLing-2006)},
  year = {2006},
  pages = {502--513},
  address = {Mexico City, Mexico},
  url = {http://www.lr.pi.titech.ac.jp/blogwatcher/paper/cicling2006.pdf}
}

@INPROCEEDINGS{szarvas:2008:ACLMain,
  author = {Szarvas, Gy{\"o}rgy},
  title = {Hedge Classification in Biomedical Texts with a Weakly Supervised
	Selection of Keywords  },
  booktitle = {Proceedings of ACL-08: HLT},
  year = {2008},
  pages = {281--289},
  address = {Columbus, Ohio},
  month = {June},
  publisher = {Association for Computational Linguistics},
  url = {http://www.aclweb.org/anthology/P/P08/P08-1033}
}

@INPROCEEDINGS{taboada2006,
  author = {M. Taboada and C. Anthony and K. Voll},
  title = {Methods for Creating Semantic Orientation Databases },
  booktitle = {Proceeding of the 5th International Conference on Language Resources
	and Evaluation (LREC-2006)},
  year = {2006},
  pages = {427--432},
  address = {Genova, Italy},
  url = {http://www.sfu.ca/~mtaboada/docs/Taboada_et_al_LREC_2006.pdf}
}

@INPROCEEDINGS{Taboada2004,
  author = {Taboada, Maite and Grieve, Jack},
  title = {Analyzing Appraisal Automatically},
  booktitle = {Proceedings of the AAAI Spring Symposium on Exploring Attitude and
	Affect in Text: Theories and Applications},
  year = {2004},
  pages = {158--161},
  address = {Stanford, US},
  owner = {cem},
  timestamp = {2008.03.27},
  url = {http://www.sfu.ca/~mtaboada/docs/TaboadaGrieveAppraisal.pdf}
}

@INPROCEEDINGS{takamuraetal2007naacl,
  author = {Hiroya Takamura and Takashi Inui and Manabu Okumura},
  title = {Extracting Semantic Orientations of Phrases from Dictionary 
	 },
  booktitle = {HLT-NAACL 2007},
  year = {2007},
  pages = {292-299},
  address = {Rochester, NY},
  url = {http://www.lr.pi.titech.ac.jp/~takamura/pubs/naacl07_takamura.pdf}
}

@INPROCEEDINGS{takamuraetal2006,
  author = {Takamura, Hiroya and Inui, Takashi and Okumura, Manabu},
  title = {Latent Variable Models for Semantic Orientations of Phrases 
	},
  booktitle = {Proceedings of the 11th Meeting of the European Chapter of the Association
	for Computational Linguistics (EACL 2006)},
  year = {2006},
  address = {Trento, Italy}
}

@INPROCEEDINGS{Takamura2005,
  author = {Takamura, Hiroya and Inui, Takashi and Okumura, Manabu},
  title = {Extracting Semantic Orientations of Words using Spin Model },
  booktitle = {Proceedings of ACL-05, 43rd Annual Meeting of the Association for
	Computational Linguistics},
  year = {2005},
  address = {Ann Arbor, US},
  publisher = {Association for Computational Linguistics},
  url = {http://acl.ldc.upenn.edu/P/P05/P05-1017.pdf}
}

@INPROCEEDINGS{Takamura2004,
  author = {Takamura, Hiroya and Inui, Takashi and Okumura, Manabu},
  title = {Extracting Emotional Polarity of Words using Spin Model},
  booktitle = {Proceedings of the Joint Workshop of Vietnamese Society of AI, SIGKBS-JSAI,
	ICS-IPSJ and IEICE-SIGAI on Active Mining (AM2004)},
  year = {2004},
  address = {Hanoi, Vietnam},
  owner = {cem},
  timestamp = {2008.03.27},
  url = {http://www.lr.pi.titech.ac.jp/~takamura/pubs/SpinPN_AM.pdf}
}

@INPROCEEDINGS{Thomas2006,
  author = {Thomas, Matt and Pang, Bo and Lee, Lillian},
  title = {Get out the vote: {D}etermining support or opposition from Congressional
	floor-debate transcripts  },
  booktitle = {Proceedings of the 2006 Conference on Empirical Methods in Natural
	Language Processing},
  year = {2006},
  pages = {327--335},
  address = {Sydney, Australia},
  month = {July},
  publisher = {Association for Computational Linguistics},
  owner = {cem},
  timestamp = {2008.03.27},
  url = {http://www.aclweb.org/anthology/W/W06/W06-1639}
}

@INPROCEEDINGS{Titov2008,
  author = {Ivan Titov and Ryan McDonald},
  title = {A Joint Model of Text and Aspect Ratings for Sentiment Summarization
},
  booktitle = {Proceedings of ACL-08: HLT},
  year = {2008},
  pages = {308--316},
  address = {Columbus, Ohio},
  owner = {cem},
  timestamp = {2008.08.06},
  url = {http://www.aclweb.org/anthology/P/P08/P08-1036}
}

@INPROCEEDINGS{Titov2008a,
  author = {I. Titov and R. McDonald},
  title = {Modeling Online Reviews with Multi-Grain Topic Models },
  booktitle = {International World Wide Web Conference (WWW)},
  year = {2008},
  owner = {swapna},
  timestamp = {2008.03.26},
  url = {http://ryanmcd.googlepages.com/mg_lda.pdf}
}

@INPROCEEDINGS{tokhisa-inui-matsumoto:2008:PAPERS,
  author = {Tokhisa, Ryoko and Inui, Kentaro and Matsumoto, Yuji},
  title = {Emotion Classification Using Massive Examples Extracted from the
	Web  },
  booktitle = {Proceedings of the 22nd International Conference on Computational
	Linguistics (Coling 2008)},
  year = {2008},
  pages = {881--888},
  address = {Manchester, UK},
  month = {August},
  publisher = {Coling 2008 Organizing Committee},
  url = {http://www.aclweb.org/anthology/C08-1111}
}

@INPROCEEDINGS{tokuhisa-terashima:2006:SIGdial,
  author = {Tokuhisa, Ryoko and Terashima, Ryuta},
  title = {Relationship between Utterances and "Enthusiasm" in Non-task-oriented
	Conversational Dialogue},
  booktitle = {Proceedings of the 7th SIGdial Workshop on Discourse and Dialogue
	ANN  },
  year = {2006},
  pages = {161--167},
  address = {Sydney, Australia},
  month = {July},
  publisher = {Association for Computational Linguistics},
  url = {http://www.aclweb.org/anthology/W/W06/W06-1323}
}

@INPROCEEDINGS{Tong2001,
  author = {Richard Tong},
  title = {An operational system for detecting and tracking opinions in on-line
	discussions },
  booktitle = {Working Notes of the SIGIR Workshop on Operational Text Classification},
  year = {2001},
  pages = {1-6},
  address = {New Orleans, Louisianna},
  keywords = {tong01subjectivity},
  owner = {cem},
  timestamp = {2008.03.28}
}

@INPROCEEDINGS{turney2002,
  author = {Peter Turney},
  title = {Thumbs Up or Thumbs Down? {Semantic} Orientation Applied to Unsupervised
	Classification of Reviews },
  booktitle = acl2002,
  year = {2002},
  pages = {417-424},
  address = {Philadelphia, Pennsylvania}
}

@TECHREPORT{turneylittman2002,
  author = {P. Turney and M. Littman},
  title = {Unsupervised Learning of Semantic Orientation from a Hundred-Billion-Word
	Corpus },
  institution = {Institute for Information Technology, National Research Council Canada},
  year = {2002},
  type = {Technical Report NRC Technical Report ERB-1094},
  keywords = {turneylittman02subjectivity}
}

@ARTICLE{turneylittman2003,
  author = {Peter Turney and Michael L. Littman},
  title = {Measuring Praise and Criticism: {I}nference of Semantic Orientation
	from Association },
  journal = {ACM Transactions on Information Systems (TOIS)},
  year = {2003},
  volume = {21},
  pages = {315--346},
  number = {4}
}

@ARTICLE{valituttietal2004,
  author = {Alessandro Valitutti and Carlo Strapparava and Oliviero Stock},
  title = {Developing Affective Lexical Resources},
  journal = {PsychNology},
  year = {2004},
  volume = {2},
  pages = {61--83},
  number = {1}
}

@INPROCEEDINGS{Vogt2006,
  author = {Thurid Vogt and Elisabeth Andre},
  title = {Improving Automatic Emotion Recognition from Speech via Gender Differentiation
	 },
  booktitle = {Proceedings of 5th International Conference on Language Resources
	and Evaluation (LREC-2006)},
  year = {2006},
  owner = {josefr},
  timestamp = {2007.04.04}
}

@INPROCEEDINGS{Weimer2007,
  author = {Markus Weimer and Iryna Gurevych},
  title = {Predicting the Perceived Quality of Web Forum Posts},
  booktitle = {Proceedings of RANLP 2007},
  year = {2007},
  address = {Borovets, Bulgaria},
  owner = {josefr},
  timestamp = {2008.03.24}
}

@INPROCEEDINGS{Whitelaw2005b,
  author = {Whitelaw, Casey and Garg, Navendu and Argamon, Shlomo},
  title = {Using Appraisal Taxonomies for Sentiment Analysis },
  booktitle = {Proceedings of CIKM-05, the ACM SIGIR Conference on Information and
	Knowledge Management},
  year = {2005},
  address = {Bremen, DE},
  owner = {cem},
  timestamp = {2008.03.28},
  url = {http://lingcog.iit.edu/doc/appraisal_sentiment_cikm.pdf}
}

@TECHREPORT{wiebe2002,
  author = {J. Wiebe},
  title = {Instructions for Annotating Opinions in Newspaper Articles},
  institution = {University of Pittsburgh},
  year = {2002},
  type = {{Department of Computer Science Technical Report TR-02-101}}
}

@INPROCEEDINGS{wiebe2000,
  author = {Janyce Wiebe},
  title = {Learning Subjective Adjectives from Corpora  },
  booktitle = aaai2000,
  year = {2000},
  pages = {735-740},
  address = {Austin, Texas}
}

@ARTICLE{Wiebe1994,
  author = {Janyce Wiebe},
  title = {Tracking Point of View in Narrative  },
  journal = {Computational Linguistics},
  year = {1994},
  volume = {20},
  pages = {233-287},
  number = {2},
  owner = {cem},
  timestamp = {2008.03.27}
}

@PHDTHESIS{Wiebe1990a,
  author = {Janyce Wiebe},
  title = {Recognizing Subjective Sentences: {A} Computational Investigation
	of Narrative Text},
  school = {State University of New York at Buffalo},
  year = {1990},
  owner = {cem},
  timestamp = {2008.03.27}
}

@INPROCEEDINGS{Wiebe2003,
  author = {Wiebe, Janyce and Breck, E. and Buckley, Christopher and Cardie,
	Claire and Davis, P. and Fraser, B. and Litman, Diane and Pierce,
	D. and Riloff, Ellen and Wilson, Theresa and Day, D. and Maybury,
	Mark},
  title = {Recognizing and Organizing Opinions Expressed in the World Press
	},
  booktitle = {Proceedings of the 2003 AAAI Spring Symposium on New Directions in
	Question Answering},
  year = {2003},
  owner = {cem},
  timestamp = {2008.03.27},
  url = {http://www.cs.cornell.edu/home/cardie/papers/aaai-ss-overall-03.pdf}
}

@INPROCEEDINGS{Wiebe1995,
  author = {J. Wiebe and R. Bruce},
  title = {Probabilistic Classifiers for Tracking Point of View},
  booktitle = {Proc. Symposium on Empirical Methods in Discourse Interpretation
	and Generation, AAAI 1995 Spring Symposium Series},
  year = {1995},
  pages = {181-187},
  owner = {cem},
  timestamp = {2008.03.27}
}

@INPROCEEDINGS{wiebeetalsigdial01,
  author = {Janyce Wiebe and Rebecca Bruce and Matthew Bell and Melanie Martin
	and Theresa Wilson},
  title = {A Corpus Study of Evaluative and Speculative Language ANN},
  booktitle = {Proceedings of the 2nd ACL SIGdial Workshop on Discourse and Dialogue
	(SIGdial-2001)},
  year = {2001},
  pages = {186-195},
  address = {Aalborg, Denmark},
  keywords = {subjectivity,first-use-of-review-data}
}

@INPROCEEDINGS{Wiebe1999,
  author = {Janyce Wiebe and Rebecca Bruce and Thomas O'Hara},
  title = {Development and Use of a Gold Standard Data Set for Subjectivity
	Classifications ANN},
  booktitle = acl99,
  year = {1999},
  pages = {246-253},
  address = {College Park, Maryland},
  owner = {cem},
  timestamp = {2008.03.27}
}

@UNPUBLISHED{Wiebeinpreparation,
  author = {J. Wiebe and J. Klavans and M.Y. Kan},
  title = {Verb Profiles for Subjectivity Judgments and Text Classification},
  year = {in preparation},
  owner = {cem},
  timestamp = {2008.03.28}
}

@INPROCEEDINGS{wiebemihalcea2006,
  author = {Janyce Wiebe and Rada Mihalcea},
  title = {Word Sense and Subjectivity },
  booktitle = {Proceedings of COLING-ACL 2006},
  year = {2006}
}

@INPROCEEDINGS{Wiebe1988,
  author = {Janyce Wiebe and William J. Rapaport},
  title = {A Computational Theory of Perspective and Reference in Narrative
	},
  booktitle = acl88,
  year = {1988},
  pages = {131-138},
  address = {Buffalo, New York},
  owner = {cem},
  timestamp = {2008.03.27}
}

@ARTICLE{Wiebe1986,
  author = {Janyce Wiebe and William J. Rapaport},
  title = {Representing {\it De Re} and {\it De Dicto} Belief Reports in Discourse
	and Narrative},
  journal = {Proceedings of the IEEE},
  year = {1986},
  volume = {74},
  pages = {1405-1413},
  owner = {cem},
  timestamp = {2008.03.27}
}

@INPROCEEDINGS{wieberiloff2005,
  author = {Janyce Wiebe and Ellen Riloff},
  title = {Creating Subjective and Objective Sentence Classifiers from Unannotated
	Texts},
  booktitle = {Proceedings of the 6th International Conference on Intelligent Text
	Processing and Computational Linguistics (CICLing-2005)},
  year = {2005},
  pages = {486-497},
  address = {Mexico City, Mexico}
}

@INPROCEEDINGS{wiebewilson02,
  author = {Janyce Wiebe and Theresa Wilson},
  title = {Learning to disambiguate potentially subjective expressions },
  booktitle = conll2002,
  year = {2002},
  pages = {112-118},
  address = {Taipei, Taiwan}
}

@INPROCEEDINGS{wiebeetalacl01wkshop,
  author = {Janyce Wiebe and Theresa Wilson and Matthew Bell},
  title = {Identifying Collocations for Recognizing Opinions },
  booktitle = {Proceedings of the ACL-01 Workshop on Collocation: Computational
	Extraction, Analysis, and Exploitation},
  year = {2001},
  pages = {24-31},
  address = {Toulouse, France}
}

@ARTICLE{Wiebe2004,
  author = {Janyce Wiebe and Theresa Wilson and Rebecca Bruce and Matthew Bell
	and Melanie Martin},
  title = {Learning Subjective Language },
  journal = {Computational Linguistics},
  year = {2004},
  volume = {30},
  pages = {277--308},
  number = {3},
  owner = {cem},
  timestamp = {2008.03.27}
}

@ARTICLE{wiebeetal2005a,
  author = {Janyce Wiebe and Theresa Wilson and Claire Cardie},
  title = {Annotating Expressions of Opinions and Emotions in Language ANN},
  journal = {Language Resources and Evaluation},
  year = {2005},
  volume = {39},
  pages = {164-210},
  number = {2/3}
}

@INPROCEEDINGS{wilson08,
  author = {Theresa Wilson},
  title = {Annotating Subjective Content in Meetings  },
  booktitle = {Proceedings of the Sixth International Language Resources and Evaluation
	(LREC'08)},
  year = {2008},
  url = {http://www.lrec-conf.org/proceedings/lrec2008/summaries/693.html}
}

@PHDTHESIS{twilsonthesis,
  author = {Theresa Wilson},
  title = {Fine-grained Subjectivity and Sentiment Analysis: {R}ecognizing the
	Intensity, Polarity, and Attitudes of private states},
  school = {{Intelligent Systems Program, University of Pittsburgh}},
  year = {2007}
}

@INPROCEEDINGS{Wilson2005c,
  author = {Theresa Wilson and Paul Hoffmann and Swapna Somasundaran and Jason
	Kessler and Janyce Wiebe and Yejin Choi and Claire Cardie and Ellen
	Riloff and Siddharth Patwardhan},
  title = {{OpinionFinder}: {A} System for Subjectivity Analysis},
  booktitle = {Proc. Human Language Technology Conference and Conference on Empirical
	Methods in Natural Language Processing (HLT/EMNLP-2005) Companion
	Volume (software demonstration)},
  year = {2005},
  owner = {cem},
  timestamp = {2008.03.27}
}

@INPROCEEDINGS{Wilson2005b,
  author = {Theresa Wilson and David Pierce and Janyce Wiebe},
  title = {Identifying Opinionated Sentences},
  booktitle = {Proc. Meeting of Human Language Technologies-North American Chapter
	of the ACL (HLT-NAACL-2003) Companion Volume (software demonstration)},
  year = {2005},
  owner = {cem},
  timestamp = {2008.03.27}
}

@INPROCEEDINGS{wilsonwiebe2005,
  author = {Theresa Wilson and Janyce Wiebe},
  title = {Annotating Attributions and Private States ANN},
  booktitle = {Proceedings of ACL Workshop on Frontiers in Corpus Annotation II:
	Pie in the Sky},
  year = {2005}
}

@INPROCEEDINGS{Wilson2003,
  author = {Theresa Wilson and Janyce Wiebe},
  title = {Annotating Opinions in the World Press},
  booktitle = {Proceedings of the 4th ACL SIGdial Workshop on Discourse and Dialogue
	(SIGdial-03)},
  year = {2003},
  pages = {13-22},
  address = {Sapporo, Japan},
  keywords = {subjectivity},
  owner = {cem},
  timestamp = {2008.03.27}
}

@INPROCEEDINGS{wilsonetal2005b,
  author = {Theresa Wilson and Janyce Wiebe and Paul Hoffmann},
  title = {Recognizing Contextual Polarity in Phrase-Level Sentiment Analysis
	 },
  booktitle = {hltemnlp2005},
  year = {2005},
  pages = {347-354},
  address = {Vancouver, Canada}
}

@ARTICLE{wilsonetal2006,
  author = {Theresa Wilson and Janyce Wiebe and Rebecca Hwa},
  title = {Recognizing strong and weak opinion clauses },
  journal = {Computational Intelligence},
  year = {2006},
  volume = {22},
  pages = {73-99},
  number = {2}
}

@INPROCEEDINGS{Wilson2004,
  author = {Theresa Wilson and Janyce Wiebe and Rebecca Hwa},
  title = {Just How Mad Are You? {F}inding Strong and Weak Opinion Clauses },
  booktitle = aaai2004,
  year = {2004},
  pages = {761-766},
  address = {San Jose, California},
  keywords = {subjectivity},
  owner = {cem},
  timestamp = {2008.03.27}
}

@INPROCEEDINGS{xia-EtAl:2008:ACLShort,
  author = {Xia, Yunqing and Wang, Linlin and Wong, Kam-Fai and Xu, Mingxing},
  title = {Lyric-based Song Sentiment Classification with Sentiment Vector Space
	Model  },
  booktitle = {Proceedings of ACL-08: HLT, Short Papers},
  year = {2008},
  pages = {133--136},
  address = {Columbus, Ohio},
  month = {June},
  publisher = {Association for Computational Linguistics},
  url = {http://www.aclweb.org/anthology/P/P08/P08-2034}
}

@INPROCEEDINGS{yietal2003,
  author = {Jeonghee Yi and Tetsuya Nasukawa and Razvan Bunescu and Wayne Niblack},
  title = {Sentiment Analyzer: {E}xtracting Sentiments about a Given Topic using
	Natural Language Processing Techniques  },
  booktitle = {Proceedings of the 3rd IEEE International Conference on Data Mining
	(ICDM-2003)},
  year = {2003},
  pages = {427--434},
  address = {Melbourne, Florida},
  keywords = {subjectivity}
}

@INPROCEEDINGS{yiniblack2005,
  author = {Yi, Jeonghee and Niblack, Wayne},
  title = {Sentiment Mining in {WebFountain} },
  booktitle = {Proceedings ICDE-05, the 21st International Conference on Data Engineering},
  year = {2005},
  pages = {1073-1083},
  address = {Tokyo, JP},
  publisher = {IEEE Computer Society},
  doi = {http://doi.ieeecomputersociety.org/10.1109/ICDE.2005.132},
  ee = {http://csdl.computer.org/comp/proceedings/icde/2005/2285/00/22851073abs.htm},
  isbn = {0-7695-2285-8},
  url = {http://ieeexplore.ieee.org/iel5/9680/30564/01410217.pdf}
}

@INPROCEEDINGS{yuhatzivassiloglou2003,
  author = {Hong Yu and Vasileios Hatzivassiloglou},
  title = {Towards Answering Opinion Questions: {S}eparating Facts from Opinions
	and Identifying the Polarity of Opinion Sentences },
  booktitle = {emnlp2003},
  year = {2003},
  pages = {129-136},
  address = {Sapporo, Japan},
  keywords = {hongyuvhsubjectivity}
}

@INPROCEEDINGS{zagibalov-carroll:2008:PAPERS,
  author = {Zagibalov, Taras and Carroll, John},
  title = {Automatic Seed Word Selection for Unsupervised Sentiment Classification
	of Chinese Text   },
  booktitle = {Proceedings of the 22nd International Conference on Computational
	Linguistics (Coling 2008)},
  year = {2008},
  pages = {1073--1080},
  address = {Manchester, UK},
  month = {August},
  publisher = {Coling 2008 Organizing Committee},
  url = {http://www.aclweb.org/anthology/C08-1135}
}


@INPROCEEDINGS{Zigoris2006,
  author = {Philip Zigoris and Yi Zhang},
  title = {Bayesian adaptive user profiling with explicit \& implicit feedback},
  booktitle = {Proceedings of the 15th ACM international conference on Information
	and knowledge management (CIKM-2006)},
  year = {2006},
  pages = {397--404},
  owner = {cem},
  timestamp = {2008.03.20}
}

@CONFERENCE{Zukerman1998,
  author = {Zukerman, I. and McConachy, R. and Korb, K.},
  title = {Bayesian Reasoning in an Abductive Mechanism for Argument Generation
	and Analysis },
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@BOOK{Stein1995,
  title = {Subjectivity and Subjectivisation},
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  editor = {Dieter Stein and Susan Wright},
  address = {Cambridge},
  owner = {cem},
  timestamp = {2008.03.28}
}

@inproceedings{DBLP:conf/ai/AnnettK08,
  author    = {Michelle Annett and
               Grzegorz Kondrak},
  title     = {A Comparison of Sentiment Analysis Techniques: Polarizing
               Movie Blogs},
  booktitle = {Canadian Conference on AI},
  year      = {2008},
  pages     = {25-35},
  url = {http://www.springerlink.com/content/m7397782514w1731},
  ee        = {http://dx.doi.org/10.1007/978-3-540-68825-9_3},
  crossref  = {DBLP:conf/ai/2008},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

@proceedings{DBLP:conf/ai/2008,
  editor    = {Sabine Bergler},
  title     = {Advances in Artificial Intelligence , 21st Conference of
               the Canadian Society for Computational Studies of Intelligence,
               Canadian AI 2008, Windsor, Canada, May 28-30, 2008, Proceedings},
  booktitle = {Canadian Conference on AI},
  publisher = {Springer},
  series    = {Lecture Notes in Computer Science},
  volume    = {5032},
  year      = {2008},
  isbn      = {978-3-540-68821-1},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}


@InProceedings{banea-EtAl:2008:EMNLP,
  author    = {Banea, Carmen  and  Mihalcea, Rada  and  Wiebe, Janyce  and  Hassan, Samer},
  title     = {Multilingual Subjectivity Analysis Using Machine Translation},
  booktitle = {Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing},
  month     = {October},
  year      = {2008},
  address   = {Honolulu, Hawaii},
  publisher = {Association for Computational Linguistics},
  pages     = {127--135},
  url       = {http://www.aclweb.org/anthology/D08-1014}
}

@InProceedings{lin-chen:2008:EMNLP,
  author    = {Lin, Kevin Hsin-Yih  and  Chen, Hsin-Hsi},
  title     = {Ranking Reader Emotions Using Pairwise Loss Minimization and Emotional Distribution Regression},
  booktitle = {Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing},
  month     = {October},
  year      = {2008},
  address   = {Honolulu, Hawaii},
  publisher = {Association for Computational Linguistics},
  pages     = {136--144},
  url       = {http://www.aclweb.org/anthology/D08-1015}
}

@InProceedings{choi-cardie:2008:EMNLP,
  author    = {Choi, Yejin  and  Cardie, Claire},
  title     = {Learning with Compositional Semantics as Structural Inference for Subsentential Sentiment Analysis},
  booktitle = {Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing},
  month     = {October},
  year      = {2008},
  address   = {Honolulu, Hawaii},
  publisher = {Association for Computational Linguistics},
  pages     = {793--801},
  url       = {http://www.aclweb.org/anthology/D08-1083}
}

@InProceedings{li-liu-agichtein:2008:EMNLP,
  author    = {Li, Baoli  and  Liu, Yandong  and  Agichtein, Eugene},
  title     = {{CoCQA}: {Co-Training} over Questions and Answers with an Application to Predicting Question Subjectivity Orientation},
  booktitle = {Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing},
  month     = {October},
  year      = {2008},
  address   = {Honolulu, Hawaii},
  publisher = {Association for Computational Linguistics},
  pages     = {937--946},
  url       = {http://www.aclweb.org/anthology/D08-1098}
}

@InProceedings{hashimoto-kawahara:2008:EMNLP,
  author    = {Hashimoto, Chikara  and  Kawahara, Daisuke},
  title     = {Construction of an Idiom Corpus and its Application to Idiom Identification based on {WSD} Incorporating Idiom-Specific Features},
  booktitle = {Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing},
  month     = {October},
  year      = {2008},
  address   = {Honolulu, Hawaii},
  publisher = {Association for Computational Linguistics},
  pages     = {992--1001},
  url       = {http://www.aclweb.org/anthology/D08-1104}
}

@InProceedings{li-yarowsky:2008:EMNLP,
  author    = {Li, Zhifei  and  Yarowsky, David},
  title     = {Mining and Modeling Relations between Formal and Informal {C}hinese Phrases from Web Corpora},
  booktitle = {Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing},
  month     = {October},
  year      = {2008},
  address   = {Honolulu, Hawaii},
  publisher = {Association for Computational Linguistics},
  pages     = {1031--1040},
  url       = {http://www.aclweb.org/anthology/D08-1108}
}

@InProceedings{ritter-EtAl:2008:EMNLP,
  author    = {Ritter, Alan  and  Soderland, Stephen  and  Downey, Doug  and  Etzioni, Oren},
  title     = {It's a Contradiction -- no, it's not: {A} Case Study using Functional Relations},
  booktitle = {Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing},
  month     = {October},
  year      = {2008},
  address   = {Honolulu, Hawaii},
  publisher = {Association for Computational Linguistics},
  pages     = {11--20},
  url       = {http://www.aclweb.org/anthology/D08-1002}
}

@InProceedings{wan:2008:EMNLP1,
  author    = {Wan, Xiaojun},
  title     = {Using Bilingual Knowledge and Ensemble Techniques for Unsupervised {C}hinese Sentiment Analysis},
  booktitle = {Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing},
  month     = {October},
  year      = {2008},
  address   = {Honolulu, Hawaii},
  publisher = {Association for Computational Linguistics},
  pages     = {553--561},
  url       = {http://www.aclweb.org/anthology/D08-1058}
}

@InProceedings{raaijmakers-truong-wilson:2008:EMNLP,
  author    = {Raaijmakers, Stephan  and  Truong, Khiet  and  Wilson, Theresa},
  title     = {Multimodal Subjectivity Analysis of Multiparty Conversation},
  booktitle = {Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing},
  month     = {October},
  year      = {2008},
  address   = {Honolulu, Hawaii},
  publisher = {Association for Computational Linguistics},
  pages     = {466--474},
  url       = {http://www.aclweb.org/anthology/D08-1049}
}

@INPROCEEDINGS{Zhang2006,
  author = {Zhang, Li and Barnden, John A. and Hendley, Robert J. and Wallington,Alan M.},
  title = {Developments in Affect Detection in {E-drama}},
  booktitle = {11th Meeting of the European Chapter of the Association for Computational
	Linguistics (EACL 2006)},
  year = {2006},
  owner = {cem},
  timestamp = {2008.03.28},
  url = {http://acl.ldc.upenn.edu/E/E06/E06-2030.pdf}
}

@INPROCEEDINGS{Zhang2006a,
  author = {Zhang, Li and Barnden, John A. and Hendley, Robert J. and Wallington,
	Alan M.},
  title = {Exploitation in Affect Detection in Open-Ended Improvisational Text
	 },
  booktitle = {Proceedings of the Workshop on Sentiment and Subjectivity in Text},
  year = {2006},
  pages = {47--54},
  address = {Sydney, Australia},
  month = {July},
  publisher = {Association for Computational Linguistics},
  owner = {cem},
  timestamp = {2008.03.28},
  url = {http://www.aclweb.org/anthology/W/W06/W06-0307}
}

@InProceedings{ESULI08.566,
  author = {Andrea Esuli, Fabrizio Sebastiani and Ilaria Urciuoli},
  title = {Annotating Expressions of Opinion and Emotion in the
  Italian Content Annotation Bank},
  booktitle = {Proceedings of the Sixth International Language
  Resources and Evaluation (LREC'08)},
  year = {2008},
  editor = {European Language Resources Association (ELRA)},
  address = {Marrakech, Morocco},
  month = {may},
  date = {28-30},
  language = {english},
  url = {http://www.cs.pitt.edu/~wiebe/pubs/otherspapers/esulilrec08.pdf}
  }

@InProceedings{zhao-liu-wang:2008:EMNLP,
  author    = {Zhao, Jun  and  Liu, Kang  and  Wang, Gen},
  title     = {Adding Redundant Features for {CRFs}-based Sentence Sentiment Classification},
  booktitle = {Proceedings of the 2008 Conference on Empirical Methods in Natural Language Processing},
  month     = {October},
  year      = {2008},
  address   = {Honolulu, Hawaii},
  publisher = {Association for Computational Linguistics},
  pages     = {117--126},
  url       = {http://www.aclweb.org/anthology/D08-1013}
}