Towards fair and pro-social employment of digital pieceworkers for sourcing machine learning training data
Author:
Affiliation:
1. Georgia Institute of Technology, United States
2. DataWorks, United States
3. Learning Sciences, Georgia State University, United States
4. School of Interactive Computing, Georgia Institute of Technology, United States
Funder
Constellations Center for Equity in Computing at Georgia Tech
Georgia Tech College of Computing
National Science Foundation
Publisher
ACM
Link
https://dl.acm.org/doi/pdf/10.1145/3491101.3516384
Reference54 articles.
1. To Live in Their Utopia: Why Algorithmic Systems Create Absurd Outcomes
2. Examining Crowd Work and Gig Work Through The Historical Lens of Piecework
3. Daniel Archambault Helen Purchase and Tobias Hoßfeld (eds.). 2017. Evaluation in the Crowd. Crowdsourcing and Human-Centered Experiments: Dagstuhl Seminar 15481 Dagstuhl Castle Germany November 22 – 27 2015 Revised Contributions. Springer International Publishing Cham. https://doi.org/10.1007/978-3-319-66435-4 Daniel Archambault Helen Purchase and Tobias Hoßfeld (eds.). 2017. Evaluation in the Crowd. Crowdsourcing and Human-Centered Experiments: Dagstuhl Seminar 15481 Dagstuhl Castle Germany November 22 – 27 2015 Revised Contributions. Springer International Publishing Cham. https://doi.org/10.1007/978-3-319-66435-4
4. Exploring the Quality, Efficiency, and Representative Nature of Responses Across Multiple Survey Panels
5. Work experiences on MTurk: Job satisfaction, turnover, and information sharing
Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. A Survey of Data Quality Requirements That Matter in ML Development Pipelines;Journal of Data and Information Quality;2023-06-22
2. Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language Generation;Transactions of the Association for Computational Linguistics;2023
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3