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amturk.bib
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@inproceedings{snow_cheap_2008,
title = {Cheap and fast -- but is it good?: evaluating non-expert annotations for natural language tasks},
shorttitle = {Cheap and fast—but is it good?},
booktitle = {Proceedings of the Conference on Empirical Methods in Natural Language Processing},
author = {R. Snow and B. {O'Connor} and D. Jurafsky and A. Y Ng},
year = {2008},
pages = {254–-263}
}
@inproceedings{sheng_get_2008,
title = {Get another label? improving data quality and data mining using multiple, noisy labelers},
shorttitle = {Get another label?},
booktitle = {Proceeding of the 14th {ACM} {SIGKDD} international conference on Knowledge discovery and data mining},
author = {V. S Sheng and F. Provost and P. G Ipeirotis},
year = {2008},
pages = {614–-622}
}
@article{kittur_crowdsourcing_2008,
title = {Crowdsourcing user studies with Mechanical Turk},
author = {A. Kittur and E. H Chi and B. Suh},
year = {2008}
}
@inproceedings{su_internet-scale_2007,
title = {Internet-scale collection of human-reviewed data},
booktitle = {Proceedings of the 16th international conference on World Wide Web},
author = {Q. Su and D. Pavlov and J. H Chow and W. C Baker},
year = {2007},
pages = {231–-240}
}
@inproceedings{sentiwordnet:10,
title = {SentiWordNet 3.0: An Enhanced Lexical Resource for Sentiment Analysis and Opinion Mining. },
shorttitle = {{SentiWordNet}},
booktitle = {Proceedings of {LREC}},
author = {A. Esuli and S. Baccianella and F. Sebastiani},
year = {2010}
}
@inproceedings{mason_financial_2009,
title = {Financial incentives and the performance of crowds},
booktitle = {Proceedings of the {ACM} {SIGKDD} Workshop on Human Computation},
author = {W. Mason and D. J Watts},
year = {2009},
pages = {77–-85}
}
@article{dawid_maximum_1979,
title = {Maximum likelihood estimation of observer error-rates using the {EM} algorithm},
volume = {28},
number = {1},
journal = {Journal of the Royal Statistical Society. Series C {(Applied} Statistics)},
author = {A. P. Dawid and A. M. Skene},
year = {1979},
pages = {20–-28}
}
@article{eugenio_kappa_2004,
title = {The kappa statistic: A second look},
volume = {30},
shorttitle = {The kappa statistic},
number = {1},
journal = {Computational linguistics},
author = {B. D Eugenio and M. Glass},
year = {2004},
pages = {95–101}
}
@Misc{mccallum,
author = {A. K. McCallum},
title = {MALLET: A Machine Learning for Language Toolkit},
year = {2002},
note = {http://mallet.cs.umass.edu},
}
@article{weka,
author = {Hall, M. and Frank, E. and Holmes, G. and Pfahringer, B. and Reutemann, P. and Witten, I. H.},
title = {The WEKA data mining software: an update},
journal = {SIGKDD Explor. Newsl.},
volume = {11},
number = {1},
year = {2009},
issn = {1931-0145},
pages = {10--18},
doi = {http://doi.acm.org/10.1145/1656274.1656278},
publisher = {ACM},
address = {New York, NY, USA},
}
@InProceedings{mellebeek-EtAl:2010:MTURK,
author = {Mellebeek, Bart and Benavent, Francesc and Grivolla, Jens and Codina, Joan and R. Costa-Juss\`{a}, Marta and Banchs, Rafael},
title = {Opinion Mining of Spanish Customer Comments with Non-Expert Annotations on Mechanical Turk},
booktitle = {Proceedings of the NAACL HLT 2010 Workshop on Creating Speech and Language Data with Amazon's Mechanical Turk},
month = {June},
year = {2010},
address = {Los Angeles},
publisher = {Association for Computational Linguistics},
pages = {114--121},
url = {http://www.aclweb.org/anthology/W10-0718}
}
@InProceedings{irvine-klementiev:2010:MTURK,
author = {Irvine, A. and Klementiev, A.},
title = {Using Mechanical Turk to Annotate Lexicons for Less Commonly Used Languages},
booktitle = {Proceedings of the NAACL HLT 2010 Workshop on Creating Speech and Language Data with Amazon's Mechanical Turk},
month = {June},
year = {2010},
address = {Los Angeles},
publisher = {Association for Computational Linguistics},
pages = {108--113},
url = {http://www.aclweb.org/anthology/W10-0717}
}
@inproceedings{sheng_get_2008,
title = {Get another label? improving data quality and data mining using multiple, noisy labelers},
shorttitle = {Get another label?},
booktitle = {Proceeding of the 14th {ACM} {SIGKDD} international conference on Knowledge discovery and data mining},
author = {V. S Sheng and F. Provost and P. G Ipeirotis},
year = {2008},
pages = {614%Gâ%@-622}
}
%%new
@article{Reyes:2012,
author = {Reyes, A. and Rosso, P.},
title = {Making objective decisions from subjective data: Detecting irony in customer reviews},
journal = {Decis. Support Syst.},
issue_date = {November, 2012},
volume = {53},
number = {4},
month = nov,
year = {2012},
issn = {0167-9236},
pages = {754--760},
numpages = {7},
url = {http://dx.doi.org/10.1016/j.dss.2012.05.027},
publisher = {Elsevier Science Publishers B. V.},
address = {Amsterdam, The Netherlands},
keywords = {Irony detection, Natural language processing, Web text analysis},
}
@InProceedings{Filatova:2012,
author = {E. Filatova},
title = {Irony and Sarcasm: Corpus Generation and Analysis Using Crowdsourcing},
booktitle = {Proceedings of the Eight International Conference on Language Resources and Evaluation (LREC'12)},
year = {2012},
month = {may},
date = {23-25},
address = {Istanbul, Turkey},
editor = {Nicoletta Calzolari (Conference Chair) and Khalid Choukri and Thierry Declerck and Mehmet Uğur Doğan and Bente Maegaard and Joseph Mariani and Jan Odijk and Stelios Piperidis},
publisher = {European Language Resources Association (ELRA)},
isbn = {978-2-9517408-7-7},
language = {english}
}
@inproceedings{Bonev:2012,
author = {Bonev, B. and Ram\'{\i}rez-S\'{a}nchez, G. and Rojas, S.},
title = {Opinum: statistical sentiment analysis for opinion classification},
booktitle = {Proceedings of the 3rd Workshop in Computational Approaches to Subjectivity and Sentiment Analysis},
series = {WASSA '12},
year = {2012},
location = {Jeju, Republic of Korea},
pages = {29--37},
numpages = {9},
url = {http://dl.acm.org/citation.cfm?id=2392963.2392973},
acmid = {2392973},
publisher = {Association for Computational Linguistics},
address = {Stroudsburg, PA, USA},
}
@inproceedings{YuenKL11,
author = {M. Yuen and
I. King and
K. Leung},
title = {A Survey of Crowdsourcing Systems},
booktitle = {SocialCom/PASSAT},
year = {2011},
pages = {766-773},
ee = {http://doi.ieeecomputersociety.org/10.1109/PASSAT/SocialCom.2011.203},
}
@InProceedings{callisonburch-dredze:2010:MTURK,
author = {Callison-Burch, Chris and Dredze, Mark},
title = {Creating Speech and Language Data With {Amazon's Mechanical Turk}},
booktitle = {Proceedings of the {NAACL HLT} 2010 Workshop on Creating Speech and Language Data with
{Amazon's Mechanical Turk}},
month = {June},
year = {2010},
address = {Los Angeles},
publisher = {Association for Computational Linguistics},
pages = {1--12},
url = {http://www.aclweb.org/anthology/W10-0701}
}
@ARTICLE{Pang+Lee:08b,
author = {Bo Pang and Lillian Lee},
title = {Opinion mining and sentiment analysis},
journal = {Foundations and Trends in Information Retrieval},
year = {2008},
volume = {2},
pages = {1--135},
number = {1-2}
}