@article {Sokolova11HowMuch,
	title = {How much do we say? Using informativeness of negotiation records for early prediction of negotiation outcomes},
	journal = {Group Decision and Negotiation},
	volume = {21},
	year = {2012},
	note = {journal extension of GDN{\textquoteright}07},
	month = {04/2012},
	pages = {363-379},
	url = {http://www.springerlink.com/content/k18208763536q477/},
	pdf = {http://rali.iro.umontreal.ca/rali/sites/default/files/publis/SokolovaLapalmeGDN.pdf},
	author = {Marina Sokolova and Guy Lapalme}
}
@article {Sokolova2011Learning,
	title = {Learning opinions in user-generated Web content},
	journal = {Natural Language Engineering},
	volume = {17},
	number = {4},
	year = {2011},
	month = {mar},
	pages = {541-567},
	pdf = {http://rali.iro.umontreal.ca/rali/sites/default/files/publis/SokolovaNLE2011.pdf},
	author = {Marina Sokolova and Guy Lapalme}
}
@conference {Sokolova_AI09_Opinion,
	title = {Opinion Learning without Emotional Words},
	booktitle = {Canadian AI{\textquoteright}2009 the 22nd Canadian Conference on Artificial Intelligence},
	series = {Lecture Notes in Computer Science Number 5549},
	year = {2009},
	month = {may},
	pages = {253-256},
	publisher = {Springer-Verlag},
	organization = {Springer-Verlag},
	address = {Kelowna, British Columbia},
	pdf = {http://rali.iro.umontreal.ca/rali/sites/default/files/publis/SokolovaLapalmeAI09Final.pdf},
	author = {Marina Sokolova and Guy Lapalme}
}
@conference {Sokolova:2009Opinion,
	title = {Opinion Classification with Non-affective Adjectives and Adverbs},
	booktitle = {Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP{\textquoteright}2009)},
	year = {2009},
	month = {sep},
	address = {Borovets, Bulgaria},
	pdf = {http://rali.iro.umontreal.ca/rali/sites/default/files/publis/SokolovaLapalmeRANLP2009.pdf},
	author = {Marina Sokolova and Guy Lapalme}
}
@article {Sokolova08Analysis,
	title = {A Systematic Analysis of Performance Measures for Classification Tasks},
	journal = {Information Processing and Management},
	volume = {45},
	number = {4},
	year = {2009},
	month = {jul},
	pages = {427-437},
	pdf = {http://rali.iro.umontreal.ca/rali/sites/default/files/publis/SokolovaLapalme-JIPM09.pdf},
	author = {Marina Sokolova and Guy Lapalme}
}
@conference {Sokolova08CAI,
	title = {Verbs Speak Loud: Verb Categories in Learning Polarity and Strength of Opinions},
	booktitle = {Proceedings of the 20th Canadian Conference on Artificial Intelligence (AI 2008),},
	series = {Lecture Notes in Artificial Intelligence},
	volume = {5032},
	year = {2008},
	month = {may},
	pages = {320{\textendash}331},
	address = {Windsor},
	pdf = {http://rali.iro.umontreal.ca/rali/sites/default/files/publis/VerbCategories2.pdf},
	author = {Marina Sokolova and Guy Lapalme}
}
@conference {Sokolova08AISB,
	title = {Verbs as the most affective words},
	booktitle = {Proceedings of the international Symposium on Affective Language in Human and Machine},
	year = {2008},
	month = {apr},
	pages = {73{\textendash}76},
	address = {UK, Scotland, Aberdeen},
	pdf = {http://rali.iro.umontreal.ca/rali/sites/default/files/publis/VerbsAffect2.pdf},
	author = {Marina Sokolova and Guy Lapalme}
}
@conference {Sokolova08IJCNLP08,
	title = {The Telling Tail: Signals of Success in Electronic Negotiation Texts},
	booktitle = {Proceedings of the Third International Joint Conference on Natural Language Processing (IJCNLP 2008)},
	year = {2008},
	pages = {257{\textendash}264},
	address = {India, Hyderabad},
	pdf = {http://rali.iro.umontreal.ca/rali/sites/default/files/publis/NegoSegments.pdf},
	author = {Marina Sokolova and Viviane Nastase and Stan Szpakowicz}
}
@conference {Nastase_07:_Do,
	title = {Do Happy Words Sound Happy? A study of the relation between form and meaning for English words expressing emotions},
	booktitle = {Proceedings of Recent Advances in Natural Language Processing (RANLP{\textquoteright}2007)},
	year = {2007},
	pdf = {http://rali.iro.umontreal.ca/rali/sites/default/files/publis/wordformCamera.pdf},
	author = {Vivi Nastase and Marina Sokolova and Jelber Sayyad Shirabad}
}
@article {Sokolova07:_Strategies,
	title = {Strategies and Language Trends in Learning Success and Failure of Negotiation},
	journal = {Group Decision and Negotiation,},
	volume = {16},
	year = {2007},
	pages = {469{\textendash}484},
	pdf = {http://rali.iro.umontreal.ca/rali/sites/default/files/publis/fulltextMarinaGroupDN.pdf},
	author = {Marina Sokolova and Stan Szpakowicz}
}
@conference {Sokolova07:Performance,
	title = {Performance Measures in Classification of Human Communications},
	booktitle = {Proceedings of the 20th Canadian Conference on Artificial Intelligence},
	year = {2007},
	pages = {159-170},
	pdf = {http://rali.iro.umontreal.ca/rali/sites/default/files/publis/PerformanceMeasuresCamera.pdf},
	author = {M. Sokolova and Guy Lapalme}
}
@conference {Sokolova07:Informativeness,
	title = {Informativeness for Prediction of Negotiation Outcomes},
	booktitle = {Proceedings of the 7th international conference on Group Decision and Negotiations (GDN 2007),},
	volume = {2},
	year = {2007},
	pages = {501-511},
	pdf = {http://rali.iro.umontreal.ca/rali/sites/default/files/publis/GDNInfoProceedings.pdf},
	author = {M. Sokolova and Guy Lapalme}
}
@conference {Nastase_06:Learning,
	title = {Learning Noun-Modifier Semantic Relations with Corpus-based and WordNet-based Features},
	booktitle = {Proceedings of the 21st National Conference on Artificial Intelligence (AAAI 2006)},
	year = {2006},
	pdf = {http://rali.iro.umontreal.ca/rali/sites/default/files/publis/compare_contexts_NMRs.pdf},
	author = {Vivi Nastase and Jelber Sayyad-Shirabad and Marina Sokolova and Stan Szpakowicz}
}
@article {Shah_06:_Process_Specific,
	title = {Process-Specific Information for Learning Electronic Negotiation Outcomes},
	journal = {Fundamenta Informaticae,},
	volume = {74},
	year = {2006},
	author = {Mohak Shah and Marina Sokolova and Stan Szpakowicz}
}
@conference {Sokolova_06:Beyond,
	title = {Beyond Accuracy, F-score and ROC: a Family of Discriminant Measures for Performance Evaluation},
	booktitle = {Proceedings of the AAAI{\textquoteright}06 workshop on Evaluation Methods for Machine Learning},
	year = {2006},
	pdf = {http://rali.iro.umontreal.ca/rali/sites/default/files/publis/EvAAAI06finMay10.pdf},
	author = {Marina Sokolova and Nathalie Japkowicz and Stan Szpakowicz}
}
