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

• المؤلفون الرئيسيون: Zhang, Tong, Yang, Jessie X., Li, Boyang
• مؤلفون آخرون: School of Computer Science and Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2024
• الموضوعات: Computer and Information Science; Explainable AI (XAI); Conversation
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/180616
• المؤسسة: 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...