May I ask a follow-up question? Understanding the benefits of conversations inneural network explainability

• Main Authors: Zhang, Tong, Yang, Jessie X., Li, Boyang
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2024
• Subjects: Computer and Information Science; Explainable AI (XAI); Conversation
• Online Access: https://hdl.handle.net/10356/180616
• Institution: Nanyang Technological University

Research in explainable AI (XAI) aims to provide insights into the decision-making process of opaque AI models. To date, most XAI methods offer one-off and static explanations, which cannot cater to the diverse backgrounds and understanding levels of users. With this paper, we investigate if free-fo...