Concepedia

Data Annotation Ethics

Data Annotation Ethics is a methodological construct within Machine Translation Ethics that governs the principles and practices ensuring fairness, transparency, and accountability in the labeling, sourcing, and use of human-generated linguistic data for training and evaluating machine translation systems.

9

Publications

657

Citations

25

Authors

7

Institutions

Publications per year

2017–2026

8

Parents

Publications

9

The Social Impact of Natural Language Processing

Dirk Hovy, Shannon Spruit · 2016 · 311 citations

, , +15

The Social Impact Of Natural Language Processing

Dirk Hovy, Shannon Spruit · Zenodo (CERN European Organization for Nuclear Research) · 2017 · 82 citations · Full text

, , +15

CrowdWorkSheets: Accounting for Individual and Collective Identities Underlying Crowdsourced Dataset Annotation

Mark Díaz, Ian Kivlichan, Rachel Rosen et al. · 2022 ACM Conference on Fairness, Accountability, and Transparency · 2022 · 68 citations · Full text

, , +15

Whose AI Dream? In search of the aspiration in data annotation.

Ding Wang, Shantanu Prabhat, Nithya Sambasivan · CHI Conference on Human Factors in Computing Systems · 2022 · 62 citations · Full text

, , +7

Guidance for researchers and peer-reviewers on the ethical use of Large Language Models (LLMs) in scientific research workflows

Ryan Watkins · AI and Ethics · 2023 · 45 citations · Full text

, , +12

1–5 of 9

Authors

25

  1. SS
    Shannon Spruit

    Delft University of Technology, Netherlands

    2 publications · 393 citations

    2

    h-index

  2. MD
    Mark Díaz

    Google (United States), United States

    2 publications · 92 citations

    2

    h-index

  3. RR
    Rachel Rosen

    Boston Children's Hospital, United States

    2 publications · 92 citations

    2

    h-index

  4. IK
    Ian Kivlichan

    Google (United States), United States

    2 publications · 92 citations

    2

    h-index

  5. DH
    Dirk Hovy

    Bocconi University, Italy

    2 publications · 393 citations

    2

    h-index

1–5 of 25

Institutions

7

  1. Center for Applied Linguistics

    Washington D.C., United States

    1 h-index

    1 publications

    311 citations

  2. Fondazione Bruno Kessler

    Trento, Italy

    1 h-index

    2 publications

    34 citations

  3. Google (United States)

    Mountain View, United States

    1 h-index

    6 publications

    408 citations

  4. Sony Corporation (United States)

    New York, United States

    1 h-index

    2 publications

    50 citations

  5. Cornell University

    Ithaca, United States

    1 h-index

    2 publications

    50 citations

  6. Politecnico di Torino

    Turin, Italy

    1 h-index

    3 publications

    51 citations

  7. George Washington University

    Washington, United States

    1 h-index

    1 publications

    45 citations

1–7 of 7

Venues

  1. arXiv (Cornell University)

    Repository · 2 publications · 47 citations

    2

    h-index

  2. Zenodo (CERN European Organization for Nuclear Research)

    Repository · 1 publications · 82 citations

    1

    h-index

  3. CHI Conference on Human Factors in Computing Systems

    Conference · 1 publications · 62 citations

    1

    h-index

  4. AI and Ethics

    1 publications · 45 citations

    1

    h-index

  5. 2022 ACM Conference on Fairness, Accountability, and Transparency

    Conference · 1 publications · 68 citations

    1

    h-index

1–5