SRL-ACO: A text augmentation framework based on semantic role labeling and ant colony optimization

The process of creating high-quality labeled data is crucial for training machine-learning models, but it can be a time-consuming and labor-intensive process. Moreover, manual annotation by human annotators can lead to varying degrees of competency, training, and experience, which can result in inco...

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Bibliographic Details
Main Author: Aytuğ Onan
Format: Article
Language:English
Published: Elsevier 2023-07-01
Series:Journal of King Saud University: Computer and Information Sciences
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1319157823001659