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Josef Valvoda
Monday 08 February 2021, 13:05-13:55
TechWolf: Deep learning for Career Prediction
- đ¤ Speaker: Josef Valvoda
- đ Date & Time: Monday 08 February 2021, 13:05 - 13:55
- đ Venue: Online
Abstract
While companies have made almost every aspect of their business data-driven, human resources has mostly stayed behind. At the same time, ever-faster innovation and transformation have shown that companies that don’t actively manage (or even know) their skills can quickly end up becoming irrelevant. TechWolf helps organizations gain a view on their skills based on data already in their systems today – to make this work, we leverage a broad range of natural language processing techniques, detecting and modeling skills in almost any document.
This talk will dive into one of our research projects, in which we leveraged a transformer architecture to model and predict a somewhat unique language: the language of career sequences. Josef Valvoda, PhD candidate and visiting researcher at TechWolf, will walk you through the challenges and opportunities found in this new approach.
Series This talk is part of the Technical Talks - Department of Computer Science and Technology series.
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