Reliable Aggregation Method for Vector Regression Tasks in Crowdsourcing

Joonyoung Kim
Joonyoung Kim
Donghyeon Lee
Donghyeon Lee

pacific-asia conference on knowledge discovery and data mining, pp. 261-273, 2020.

Cited by: 0|Bibtex|Views4|DOI:https://doi.org/10.1007/978-3-030-47436-2_20
Other Links: academic.microsoft.com

Abstract:

Crowdsourcing platforms are widely used for collecting large amount of labeled data. Due to low-paid workers and inherent noise, the quality of acquired data could be easily degraded. To solve this, most previous studies have sought to infer the true answer from noisy labels in discrete multiple-choice tasks that ask workers to select one...More

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