IEEE P3168/D3, August 2023
IEEE Draft Standard for Robustness Evaluation Test Methods for a Natural Language Processing Service that uses Machine Learning

Standard No.

IEEE P3168/D3, August 2023

Release Date

2024

Published By

Institute of Electrical and Electronics Engineers (IEEE)

Scope

The Natural Language Processing (NLP) services using machine learning have rich applications in solving various tasks, and have been widely deployed and used, usually accessible by API calls. The robustness of the NLP services is challenged by various well-known general corruptions and adversarial attacks. Examples of general corruptions include inadvertent or random deletion, addition, or repetit...