Beyond Fair Pay: Ethical Implications of NLP Crowdsourcing

Beyond Fair Pay: Ethical Implications of NLP Crowdsourcing

20 April 2021

Papers citing "Beyond Fair Pay: Ethical Implications of NLP Crowdsourcing"

14 / 14 papers shown

Title
Promoting Constructive Deliberation: Reframing for Receptiveness Gauri Kambhatla Matthew Lease Ashwin Rajadesingan 38 2 0 23 May 2024
Thresh: A Unified, Customizable and Deployable Platform for Fine-Grained Text Evaluation David Heineman Yao Dou Wei-ping Xu 22 7 0 14 Aug 2023
Lessons Learned from a Citizen Science Project for Natural Language Processing Jan-Christoph Klie Ji-Ung Lee Kevin Stowe Gozde Gul cSahin N. Moosavi Luke Bates Dominic Petrak Richard Eckart de Castilho Iryna Gurevych 11 4 0 25 Apr 2023
Fairness and Bias in Truth Discovery Algorithms: An Experimental Analysis Simone Lazier Saravanan Thirumuruganathan Hadis Anahideh 10 3 0 25 Apr 2023
Sociocultural knowledge is needed for selection of shots in hate speech detection tasks Antonis Maronikolakis Abdullatif Köksal Hinrich Schütze 37 0 0 04 Apr 2023
Socio-economic landscape of digital transformation & public NLP systems: A critical review Satyam Mohla Anupam Guha 33 1 0 04 Apr 2023
Consistency is Key: Disentangling Label Variation in Natural Language Processing with Intra-Annotator Agreement Gavin Abercrombie Verena Rieser Dirk Hovy 41 15 0 25 Jan 2023
POTATO: The Portable Text Annotation Tool Jiaxin Pei Aparna Ananthasubramaniam Xingyao Wang Naitian Zhou Jackson Sargent Apostolos Dedeloudis David Jurgens VLM 19 58 0 16 Dec 2022
Metadata Archaeology: Unearthing Data Subsets by Leveraging Training Dynamics Shoaib Ahmed Siddiqui Nitarshan Rajkumar Tegan Maharaj David M. Krueger Sara Hooker 37 27 0 20 Sep 2022
Bugs in the Data: How ImageNet Misrepresents Biodiversity A. Luccioni David Rolnick 19 43 0 24 Aug 2022
Resolving the Human Subjects Status of Machine Learning's Crowdworkers Divyansh Kaushik Zachary Chase Lipton A. London 25 2 0 08 Jun 2022
Listening to Affected Communities to Define Extreme Speech: Dataset and Experiments Antonis Maronikolakis Axel Wisiorek Leah Nann Haris Jabbar Sahana Udupa Hinrich Schütze 22 24 0 22 Mar 2022
Just What do You Think You're Doing, Dave?' A Checklist for Responsible Data Use in NLP Anna Rogers Timothy Baldwin Kobi Leins 102 64 0 14 Sep 2021
Quantifying and Avoiding Unfair Qualification Labour in Crowdsourcing Jonathan K. Kummerfeld 15 16 0 26 May 2021