Nov 3, 2021 · Abstract:Sentiment analysis is often a crowdsourcing task prone to subjective labels given by many annotators.
End-to-End Annotator Bias Approximation on Crowdsourced Single-Label Sentiment Analysis ; Anthology ID: 2021.icnlsp-1.1 ; Volume: Proceedings of the 4th ...
Sentiment analysis is often a crowdsourcing task prone to subjective labels given by many annotators. It is not yet fully understood how the annotation bias ...
This work provides an explanation and improvement for precise neural end-to-end bias modeling and ground truth estimation and reduces an undesired mismatch ...
Title of the presentation: End-to-End Annotator Bias Approximation on Crowdsourced Single-Label Sentiment Analysis By Gerhard Hagerer 4th International ...
We provide the whole source code publicly and release an own domain-specific sentiment dataset containing 10,000 sentences discussing organic food products.
Sentiment analysis is often a crowdsourcing task prone to subjective labelsgiven by many annotators. It is not yet fully understood how the annotationbias ...
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Sentiment analysis is often a crowdsourcing task prone to subjective labels given by many annotators. It is not yet fully understood how the annotation bias ...
End-to-End Annotator Bias Approximation on Crowdsourced Single-Label Sentiment Analysis ... Sentiment analysis is often a crowdsourcing task prone to subjective ...
Research project of comparing traditional crowdsourcing approaches to a state-of-the-art end-to-end crowdsourcing approach (LTNet) on sentiment analysis ...