XAI meets Natural Language Models - Larissa Haas [PyData Südwest / Big Data BBQ]

Explainable AI gets more and more attention, as customers and users want to understand how AI models get to their predictions and conclusions. But it is difficult to apply “traditional” XAI approaches to Natural Language Processing/Understanding models, because data points loose their meaning through different preprocessing techniques and data types. Therefore, I will talk briefly about possible workarounds, solutions and lessons learned. PyData Südwest: Event website: PyData is an educational program of NumFOCUS, a 501(c)3 non-profit organization in the United States. PyData provides a forum for the international community of users and developers of data analysis tools to share ideas and learn from each other. The global PyData network promotes discussion of best practices, new approaches, and emerging technologies for data management, processing, an