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Garbage In, Garbage Out? Do Machine Learning Application Papers in
  Social Computing Report Where Human-Labeled Training Data Comes From?

Garbage In, Garbage Out? Do Machine Learning Application Papers in Social Computing Report Where Human-Labeled Training Data Comes From?

17 December 2019
R. Geiger
Kevin Yu
Yanlai Yang
Mindy Dai
Jie Qiu
Rebekah Tang
Jenny Huang
ArXivPDFHTML

Papers citing "Garbage In, Garbage Out? Do Machine Learning Application Papers in Social Computing Report Where Human-Labeled Training Data Comes From?"

3 / 3 papers shown
Title
Social Bias in Popular Question-Answering Benchmarks
Social Bias in Popular Question-Answering Benchmarks
Angelie Kraft
Judith Simon
Sonja Schimmler
90
0
0
21 May 2025
Towards Scenario- and Capability-Driven Dataset Development and Evaluation: An Approach in the Context of Mapless Automated Driving
Towards Scenario- and Capability-Driven Dataset Development and Evaluation: An Approach in the Context of Mapless Automated Driving
Felix Grün
Marcus Nolte
Markus Maurer
122
1
0
30 Apr 2024
Datasheets for Datasets
Datasheets for Datasets
Timnit Gebru
Jamie Morgenstern
Briana Vecchione
Jennifer Wortman Vaughan
Hanna M. Wallach
Hal Daumé
Kate Crawford
258
2,181
0
23 Mar 2018
1