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A Data-Driven Analysis of Workers' Earnings on Amazon Mechanical Turk

14 December 2017

Papers citing "A Data-Driven Analysis of Workers' Earnings on Amazon Mechanical Turk"

34 / 34 papers shown

Title
Improving User Behavior Prediction: Leveraging Annotator Metadata in Supervised Machine Learning Models Lynnette Ng Kokil Jaidka Kaiyuan Tay Hansin Ahuja Niyati Chhaya 144 1 0 26 Mar 2025
Stars, Stripes, and Silicon: Unravelling the ChatGPT's All-American, Monochrome, Cis-centric Bias Federico Torrielli 103 1 0 02 Oct 2024
Temporal and Semantic Evaluation Metrics for Foundation Models in Post-Hoc Analysis of Robotic Sub-tasks Jonathan Salfity Selma Wanna Minkyu Choi Mitch Pryor 192 1 0 25 Mar 2024
Identifying and Manipulating the Personality Traits of Language Models Graham Caron Shashank Srivastava 91 39 0 20 Dec 2022
A Mixed-Methods Analysis of the Algorithm-Mediated Labor of Online Food Deliverers in China Zhilong Chen Xiaochong Lan J. Piao Yunke Zhang Yong Li 41 10 0 09 Aug 2022
Robots Enact Malignant Stereotypes Andrew Hundt William Agnew V. Zeng Severin Kacianka Matthew C. Gombolay LM&Ro 80 44 0 23 Jul 2022
The "Collections as ML Data" Checklist for Machine Learning & Cultural Heritage Benjamin Charles Germain Lee VLM 48 7 0 06 Jul 2022
Deradicalizing YouTube: Characterization, Detection, and Personalization of Religiously Intolerant Arabic Videos Nuha Albadi Maram Kurdi Shivakant Mishra 50 15 0 30 Jun 2022
All That's Happening behind the Scenes: Putting the Spotlight on Volunteer Moderator Labor in Reddit Hanlin Li Brent J. Hecht Stevie Chancellor 57 42 0 28 May 2022
StyleFool: Fooling Video Classification Systems via Style Transfer Yu Cao Xi Xiao Ruoxi Sun Derui Wang Minhui Xue Sheng Wen AAML 123 26 0 30 Mar 2022
Crowdsourcing Creative Work J. Oppenlaender 21 5 0 20 Mar 2022
Comparing the Perceived Legitimacy of Content Moderation Processes: Contractors, Algorithms, Expert Panels, and Digital Juries Christine Pan Sahil Yakhmi Tara P. Iyer Evan Strasnick Amy X. Zhang Michael S. Bernstein 54 56 0 13 Feb 2022
From Anecdotal Evidence to Quantitative Evaluation Methods: A Systematic Review on Evaluating Explainable AI Meike Nauta Jan Trienes Shreyasi Pathak Elisa Nguyen Michelle Peters Yasmin Schmitt Jorg Schlotterer M. V. Keulen C. Seifert ELM XAI 178 423 0 20 Jan 2022
A Survey of NLP-Related Crowdsourcing HITs: what works and what does not Jessica Huynh Jeffrey P. Bigham M. Eskénazi 99 17 0 09 Nov 2021
IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language Reasoning Pan Lu Liang Qiu Jiaqi Chen Tony Xia Yizhou Zhao Wei Zhang Zhou Yu Xiaodan Liang Song-Chun Zhu AIMat 164 206 0 25 Oct 2021
Quantifying the Invisible Labor in Crowd Work Carlos Toxtli Siddharth Suri Saiph Savage 92 96 0 01 Oct 2021
FathomNet: A global image database for enabling artificial intelligence in the ocean K. Katija E. Orenstein B. Schlining L. Lundsten K. Barnard ... O. Boulais M. Cromwell Erin R Butler Benjamin Woodward K. L. Bell 89 74 0 29 Sep 2021
Studying Up Machine Learning Data: Why Talk About Bias When We Mean Power? Milagros Miceli Julian Posada Tianling Yang 54 65 0 16 Sep 2021
Quantifying and Avoiding Unfair Qualification Labour in Crowdsourcing Jonathan K. Kummerfeld 96 15 0 26 May 2021
Look at Me When I Talk to You: A Video Dataset to Enable Voice Assistants to Recognize Errors Andrea Cuadra Hansol Lee Jason Cho Wendy Ju 40 8 0 14 Apr 2021
Characterizing Student Engagement Moods for Dropout Prediction in Question Pool Websites Reza Hadi Mogavi Xiaojuan Ma Pan Hui 71 26 0 31 Jan 2021
Hardhats and Bungaloos: Comparing Crowdsourced Design Feedback with Peer Design Feedback in the Classroom J. Oppenlaender Elina Kuosmanen A. Lucero S. Hosio 47 13 0 20 Jan 2021
The Challenges of Crowd Workers in Rural and Urban America Claudia Flores-Saviaga Yuwen Li Benjamin V. Hanrahan Jeffrey P. Bigham Saiph Savage 47 17 0 30 Dec 2020
Evaluation of Risk-based Re-Authentication Methods Stephan Wiefling Tanvi Patil Markus Dürmuth Luigi Lo Iacono AAML 37 25 0 18 Aug 2020
Becoming the Super Turker: Increasing Wages via a Strategy from High Earning Workers Saiph Savage Angela Richmond-Fuller Susumu Saito Carlos Toxtli Jeffrey P. Bigham 58 48 0 08 May 2020
Don't Explain without Verifying Veracity: An Evaluation of Explainable AI with Video Activity Recognition Mahsan Nourani Chiradeep Roy Tahrima Rahman Eric D. Ragan Nicholas Ruozzi Vibhav Gogate AAML 67 18 0 05 May 2020
Developing a Personality Model for Speech-based Conversational Agents Using the Psycholexical Approach Sarah Theres Volkel R. Schodel Daniel Buschek Clemens Stachl Verena Winterhalter M. Buhner H. Hussmann 33 66 0 13 Mar 2020
Block Annotation: Better Image Annotation for Semantic Segmentation with Sub-Image Decomposition Hubert Lin P. Upchurch Kavita Bala 116 23 0 16 Feb 2020
Crowdsourcing the Perception of Machine Teaching Jonggi Hong Kyungjun Lee June Xu Hernisa Kacorri HAI LRM 46 29 0 05 Feb 2020
Auditing News Curation Systems: A Case Study Examining Algorithmic and Editorial Logic in Apple News Jack Bandy N. Diakopoulos MLAU 87 55 0 01 Aug 2019
Truncating the Y-Axis: Threat or Menace? M. Correll E. Bertini Steven Franconeri 66 46 0 03 Jul 2019
The PhotoBook Dataset: Building Common Ground through Visually-Grounded Dialogue J. Haber Tim Baumgärtner Ece Takmaz Lieke Gelderloos Elia Bruni Raquel Fernández 64 77 0 04 Jun 2019
A Survey of Crowdsourcing in Medical Image Analysis S. Ørting Andrew Doyle A. Hilten Matthias Hirth Oana Inel C. Madan Panagiotis Mavridis Helen Spiers Veronika Cheplygina 79 71 0 25 Feb 2019
Crowd Coach: Peer Coaching for Crowd Workers' Skill Growth Chun-Wei Chiang Anna Kasunic Saiph Savage HAI 46 29 0 13 Nov 2018