Tutorial Outline
Part 0 (10 mins) |
Introduction to XAI and Background on (Abstract, Bipolar, Gradual) Argumentation Some relevant papers include the following:
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Part 1 (40 mins) |
Building Explainable Systems with Argumentative Foundations In this part we consider systems which are purpose-built for providing explanations with argumentative reasoning capabilities interweaved in their methods. Such methods include the following:
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Part 2 (40 mins) |
Extracting Argumentative Explanations from General AI Systems In this part we will show how the extraction of argumentative abstractions of AI systems permits a dialectical understanding of a prediction or model. In these cases, the argumentation mechanism acts as an explanation wrapper in a range of models. Such methods include the following:
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