Overview and Problem Statement
A challenge of Artificial Intelligence is in the circumstance that frequently outcomes of Machine Learning algorithms cannot be easily interpreted by the end users. Thus, explanations of decisions made by the model are desired as they can provide more transparency and increase the user's trust in the system. In addition to visualization, verbalization can be one possible solution to explain the model's made decisions. It uses a structured language as input and converts the data into a natural language representation. Thus, it can be applied to summarize model's made decisions, by converting model's parameters and generated rules in a written narrative.
- Scope: Master
- 6 Month Project, 6 Month Thesis
- Start: immediately