Adversarial training using meta-learning for BERT

Deep learning is currently the most successful method of semantic analysis in natural language processing. However, in recent years, many variants of carefully crafted inputs designed to cause misclassification, known as adversarial attacks, have been engineered with tremendous success. One well-...

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Bibliographic Details
Main Author: Low, Timothy Jing Haen
Other Authors: Joty Shafiq Rayhan
Format: Final Year Project (FYP)
Language:English
Published: Nanyang Technological University 2022
Subjects:
Online Access:https://hdl.handle.net/10356/156635