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Ethical Issues in Corpus Linguistics And Annotation: Pay Per Hit Does Not Affect Effective Hourly Rate For Linguistic Resource Development On Amazon Mechanical Turk
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In: ETHics In Corpus collection, Annotation and Application workshop ; https://hal.inria.fr/hal-01324362 ; ETHics In Corpus collection, Annotation and Application workshop, May 2016, Portoroz, Slovenia (2016)
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Crowdsourcing for Language Resource Development: Criticisms About Amazon Mechanical Turk Overpowering Use
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In: Human Language Technology Challenges for Computer Science and Linguistics ; https://hal.inria.fr/hal-01053047 ; Vetulani, Zygmunt and Mariani, Joseph. Human Language Technology Challenges for Computer Science and Linguistics, 8387, Springer International Publishing, pp.303-314, 2014, Lecture Notes in Computer Science, 978-3-319-08957-7. ⟨10.1007/978-3-319-08958-4_25⟩ (2014)
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Un turc mécanique pour les ressources linguistiques : critique de la myriadisation du travail parcellisé
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In: TALN'2011 - Traitement Automatique des Langues Naturelles ; https://hal.inria.fr/inria-00617067 ; TALN'2011 - Traitement Automatique des Langues Naturelles, Jun 2011, Montpellier, France (2011)
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Crowdsourcing for language resource development: critical analysis of amazon mechanical turk overpowering use
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In: Language & Technology Conference : Human Language Technologies as a Challenge for Computer Science and Linguistics ; https://hal.archives-ouvertes.fr/hal-01840838 ; Language & Technology Conference : Human Language Technologies as a Challenge for Computer Science and Linguistics, Jan 2011, Poznan, Poland (2011)
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Abstract:
International audience ; This article is a position paper about crowdsourced microworking systems and especially Amazon Mechanical Turk, the use of which has been steadily growing in language processing in the past few years. According to the mainstream opinion expressed in the articles of the domain, this type of on-line working platforms allows to develop very quickly all sorts of quality language resources, for a very low price, by people doing that as a hobby or wanting some extra cash. We shall demonstrate here that the situation is far from being that ideal, be it from the point of view of quality, price, workers' status or ethics and bring back to mind already existing or proposed alternatives. Our goal here is threefold: 1 - to inform researchers, so that they can make their own choices with all the elements of the reflection in mind, 2- to ask for help from funding agencies and scientific associations, and develop alternatives, 3- to propose practical and organizational solutions in order to improve new language resources development, while limiting the risks of ethical and legal issues without letting go price or quality.
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Keyword:
[INFO.INFO-CL]Computer Science [cs]/Computation and Language [cs.CL]; [INFO]Computer Science [cs]; Amazon Mechanical Turk; language resources
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URL: https://hal.archives-ouvertes.fr/hal-01840838/document
https://hal.archives-ouvertes.fr/hal-01840838/file/ltc-56-adda_final.pdf
https://hal.archives-ouvertes.fr/hal-01840838
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Amazon Mechanical Turk: Gold Mine or Coal Mine?
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In: ISSN: 0891-2017 ; EISSN: 1530-9312 ; Computational Linguistics ; https://hal.archives-ouvertes.fr/hal-00569450 ; Computational Linguistics, Massachusetts Institute of Technology Press (MIT Press), 2011, pp.413-420. ⟨10.1162/COLI_a_00057⟩ (2011)
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