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Entries by Alexandre Puttick

Fairness and Bias in AI Applications for the Labor Market

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For the 2024 Applied Machine Learning Days (AMLD) conference held at EPFL, the BFH Applied Machine Intelligence group and NLP expert Dr. Elena Nazarenko organized a track on fairness in AI applications in the labor market. The conference brings together over 1500 participants from over 40 countries across industry, academia, and government. For this year’s […]

A Primer on Explainable AI for Natural Language Processing  

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Major breakthroughs in AI are accelerating the adoption of AI-driven tools in industry, research, and government. However, the reasoning process of modern AI models occurs in a black box. In this article we explore techniques developed to mitigate this problem in the domain of NLP.  Natural Language Processing (NLP) refers to the field of techniques […]