A Robust Consistency Model of Crowd Workers in Text Labeling Tasks

Crowdsourcing is a popular human-based model to acquire labeled data. Despite its ability to generate huge amounts of labelled data at moderate costs, it is susceptible to low quality labels. This can happen through unintentional or intentional errors by the crowd workers. Consistency is an importan...

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Bibliographic Details
Main Authors: Fattoh Alqershi, Muhammad Al-Qurishi, Mehmet Sabih Aksoy, Majed Alrubaian, Muhammad Imran
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9187781/