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@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},
  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},
  url = {MISSING}
}

@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}
}

@inproceedings{huliu2004,
  author = {Minqing Hu and Bing Liu},
  title = {Mining Opinion Features in Customer Reviews},
  booktitle = {#aaai2004#},
  year = {2004}
}

@inproceedings{huliu2004a,
  author = {Minqing Hu and Bing Liu},
  title = {Mining and Summarizing Customer Reviews},
  booktitle = {#kdd04#},
  year = {2004},
  pages = {168-177}
}

@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},
  url = {MISSING}
}

@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},
  pages = {27--34},
  url = {http://www.kamalnigam.com/papers/polarity-DRR04.pdf}
}

@inproceedings{ide2006,
  author = {Nancy Ide},
  title = {Making Senses: Bootstrapping Sense-Tagged Lists of Semantically-Related Words},
  booktitle = {CICLing},
  year = {2006},
  pages = {13-27}
}

@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},
  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},
  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},
  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}
}

@inproceedings{kampsmarx2002,
  author = {Jaap Kamps and Maarten Marx},
  title = {Words with Attitude},
  booktitle = {1st International WordNet Conference},
  year = {2002},
  pages = {332-341}
}

@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)},
  publisher = {European Language Resources Association},
  year = {2004},
  volume = {IV},
  pages = {1115-1118}
}

@inproceedings{Kanayama2006,
  author = {Hiroshi Kanayama and Tetsuya Nasukawa},
  title = {Fully Automatic Lexicon Expansion for Domain-oriented Sentiment Analysis},
  booktitle = {#emnlp2006#},
  year = {2006},
  pages = {355-363}
}

@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)},
  year = {2004},
  pages = {494-500}
}

@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}
}

@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},
  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},
  publisher = {Association for Computational Linguistics},
  year = {2006},
  pages = {1--8},
  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},
  publisher = {Association for Computational Linguistics},
  year = {2006},
  pages = {483--490},
  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},
  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},
  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},
  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}
}

@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},
  booktitle = {Proceedings of AAAI 2006 Spring Sympoia on Computational Approaches to Analyzing Weblogs (AAAI-CAAW 2006)},
  year = {2006}
}

@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}
}

@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},
  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},
  number = {2},
  pages = {100--109}
}

@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}
}

@inproceedings{koppelshtrimberg2004,
  author = {Koppel, Moshe and Shtrimberg, Itai},
  title = {Good News or Bad News? Let the Market Decide},
  booktitle = {Proceedings of the AAAI Spring Symposium on Exploring Attitude and Affect in Text: Theories and Applications},
  year = {2004},
  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}
}

@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},
  publisher = {AAAI Press},
  year = {2006},
  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},
  url = {http://www.aaai.org/Papers/Symposia/Spring/2006/SS-06-03/SS06-03-020.pdf}
}

@inproceedings{Leshed2006,
  author = {Gilly Leshed and Joseph 'Jofish' Kaye},
  title = {Understanding how bloggers feel: Recognizing affect in blog posts},
  booktitle = {CHI '06: CHI '06 extended abstracts on Human factors in computing systems},
  publisher = {ACM Press},
  year = {2006},
  pages = {1019--1024},
  url = {http://doi.acm.org/10.1145/1125451.1125646},
  doi = {http://doi.acm.org/10.1145/1125451.1125646}
}

@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},
  url = {http://gate.ac.uk/sale/ntcir6-papers/ntcir6-opinion-main.pdf}
}

@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},
  publisher = {Association for Computational Linguistics},
  year = {2006},
  pages = {227--230},
  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},
  publisher = {Association for Computational Linguistics},
  year = {2006},
  pages = {1057--1064},
  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? Identifying 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},
  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: Analyzing and comparing opinions on the Web},
  booktitle = {Proceedings of WWW '05, the 14th international conference on World Wide Web},
  publisher = {ACM Press},
  year = {2005},
  pages = {342--351},
  url = {http://doi.acm.org/10.1145/1060745.1060797},
  doi = {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}
}

@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}
}

@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},
  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}
}

@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}
}

@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},
  url = {http://www.stat.purdue.edu/~lebanon/papers/sentimentWorkshop.pdf}
}

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

@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},
  publisher = {Springer-Verlag},
  year = {2005},
  volume = {3518},
  pages = {301--310},
  url = {MISSING},
  doi = {http://dx.doi.org/10.1007/11430919_37}
}

@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},
  publisher = {Association for Computational Linguistics},
  year = {2007},
  pages = {432--439},
  url = {http://www.aclweb.org/anthology/P/P07/P07-1055}
}

@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}
}

@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}
}

@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},
  publisher = {Association for Computational Linguistics},
  year = {2007},
  pages = {976--983},
  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},
  url = {http://web.media.mit.edu/~hugo/publications/papers/CAAW2006-happiness.pdf}
}

@inproceedings{Mihalcea2005,
  author = {Rada Mihalcea and Carlo Strapparava},
  title = {Making Computers Laugh: Investigations in Automatic Humor Recognition},
  booktitle = {#hltemnlp2005#},
  year = {2005},
  pages = {531-538}
}

@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},
  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: Show 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}
}

@inproceedings{Moilanen2007,
  author = {Karo Moilanen and Stephen Pulman},
  title = {Sentiment Composition},
  booktitle = {Proceedings of RANLP 2007},
  year = {2007}
}

@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}
}

@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},
  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)},
  publisher = {Springer-Verlag},
  year = {2004},
  volume = {3206},
  pages = {171--178},
  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}
}