TalkToModel: Explaining Machine Learning Models with Interactive Natural Language Conversations

Abstract excerpt

<title>Abstract</title> <p>Practitioners increasingly use machine learning (ML) models, yet they have become more complex and harder to understand. To address this issue, researchers have proposed techniques to explain model predictions. However, practitioners struggle to use explainability methods because they do not know which to choose and how to interpret the results. We address these challenges by introducin...

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• Communication
• Decision Making
• Ethics in Clinical Research
• Genetic Predisposition to Disease
• Health Behavior
• Life Style
• Medical Records
• Patient Participation

Identifiers and source

Literature Corpus work

2cf7b012-d34d-5ced-b781-11d805a67a8e

DOI

10.21203/rs.3.rs-2129845/v1