Limitations of Traditional Training Methods for Crowd Workers in Machine Classification and Labeling Tasks
Mahima
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Limitations of Traditional Training Methods for Crowd Workers in Machine Classification and Labeling Tasks

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Another type of broadly-used method is training the crowd workers before assigning them to a given MCS task [69, 78]. This type of methods overcome the problem of embedding gold instances in the whole annotation process of crowd workers because a crowd worker without enough domain knowledge can get trained and crowd workers not performing well after the training can be excluded earlier. Nevertheless, in most existing solutions in this category, a fixed training set is used to train the crowd workers and the final selection of the crowd workers is mainly based on the number of questions they co...