White Paper - Creating a Repository of Objectionable Online Content: Addressing Undesirable Biases and Ethical Considerations
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White Paper - Creating a Repository of Objectionable Online Content : Addressing Undesirable Biases and Ethical Considerations. / Solorio, Thamar; Shafaei, Mahsa ; Smailis, Christos ; Augenstein, Isabelle; Mitchell, Margaret ; Stapf, Ingrid ; Kakadiaris, Ioannis .
In: OpenReview.net, 2021.Research output: Contribution to journal › Journal article › Research
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TY - JOUR
T1 - White Paper - Creating a Repository of Objectionable Online Content
T2 - Addressing Undesirable Biases and Ethical Considerations
AU - Solorio, Thamar
AU - Shafaei, Mahsa
AU - Smailis, Christos
AU - Augenstein, Isabelle
AU - Mitchell, Margaret
AU - Stapf, Ingrid
AU - Kakadiaris, Ioannis
PY - 2021
Y1 - 2021
N2 - This white paper summarizes the authors' structured brainstorming regarding ethical considerations for creating an extensive repository of online content labeled with tags that describe potentially questionable content for young viewers. The workshop focused on four topics: 1) identifying risks for unintended biases in the data and labels, 2) how to reduce risks for unintended biases; 3) identifying ethical considerations of the annotation task, and 4) reducing the risks for the annotators.
AB - This white paper summarizes the authors' structured brainstorming regarding ethical considerations for creating an extensive repository of online content labeled with tags that describe potentially questionable content for young viewers. The workshop focused on four topics: 1) identifying risks for unintended biases in the data and labels, 2) how to reduce risks for unintended biases; 3) identifying ethical considerations of the annotation task, and 4) reducing the risks for the annotators.
M3 - Journal article
JO - OpenReview.net
JF - OpenReview.net
ER -
ID: 260408634