Adversarial training using meta-learning for BERT

• المؤلف الرئيسي: Low, Timothy Jing Haen
• مؤلفون آخرون: Joty Shafiq Rayhan
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2022
• الموضوعات: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/156635
• المؤسسة: Nanyang Technological University

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-...