Annotators’ Selection Impact on the Creation of a Sentiment Corpus for the Cryptocurrency Financial Domain

Well labeled natural language corpus data is essential for most natural language processing techniques, especially in specialized fields. However, cohort biases remain a significant challenge in machine learning. The narrow origin of data sampling or human annotators in cohorts is a prevalent issue...

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Bibliographic Details
Main Authors: Manoel Fernando Alonso Gadi, Miguel Angel Sicilia
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10322757/