Аннотациялаушының ауытқуы
otherentity
ID: annotatorbias
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Identifying Annotator Bias: A new IRT-based method for bias identification
AbstractA basic step in any annotation effort is the measurement of the Inter Annotator Agreement (IAA). An important factor that can affect the IAA is the presence of annotator bias. …...
Self-Supervised Knowledge Triplet Learning for Zero-Shot Question Answering
AbstractThe aim of all Question Answering (QA) systems is to generalize to unseen questions. Current supervised methods are reliant on expensive data annotation. Moreover, such annotations can introduce unintended annotator …...
Toward Annotator Group Bias in Crowdsourcing
AbstractCrowdsourcing has emerged as a popular approach for collecting annotated data to train supervised machine learning models. However, annotator bias can lead to defective annotations. Though there are a few …...