White Paper - Creating a Repository of Objectionable Online Content: Addressing Undesirable Biases and Ethical Considerations

Research output: Contribution to journalJournal article

Standard

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 journalJournal article

Harvard

Solorio, T, Shafaei, M, Smailis, C, Augenstein, I, Mitchell, M, Stapf, I & Kakadiaris, I 2021, 'White Paper - Creating a Repository of Objectionable Online Content: Addressing Undesirable Biases and Ethical Considerations', OpenReview.net. <https://openreview.net/forum?id=i3kSsvYOO18>

APA

Solorio, T., Shafaei, M., Smailis, C., Augenstein, I., Mitchell, M., Stapf, I., & Kakadiaris, I. (2021). White Paper - Creating a Repository of Objectionable Online Content: Addressing Undesirable Biases and Ethical Considerations. OpenReview.net. https://openreview.net/forum?id=i3kSsvYOO18

Vancouver

Solorio T, Shafaei M, Smailis C, Augenstein I, Mitchell M, Stapf I et al. White Paper - Creating a Repository of Objectionable Online Content: Addressing Undesirable Biases and Ethical Considerations. OpenReview.net. 2021.

Author

Solorio, Thamar ; Shafaei, Mahsa ; Smailis, Christos ; Augenstein, Isabelle ; Mitchell, Margaret ; Stapf, Ingrid ; Kakadiaris, Ioannis . / White Paper - Creating a Repository of Objectionable Online Content : Addressing Undesirable Biases and Ethical Considerations. In: OpenReview.net. 2021.

Bibtex

@article{6ae979221b3b4ca888188c556c027b16,
title = "White Paper - Creating a Repository of Objectionable Online Content: Addressing Undesirable Biases and Ethical Considerations",
abstract = "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.",
author = "Thamar Solorio and Mahsa Shafaei and Christos Smailis and Isabelle Augenstein and Margaret Mitchell and Ingrid Stapf and Ioannis Kakadiaris",
year = "2021",
language = "English",
journal = "OpenReview.net",

}

RIS

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