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SUMMARY:TechWolf: Deep learning for Career Prediction  - Josef Valvoda
DTSTART:20210208T130500Z
DTEND:20210208T135500Z
UID:TALK155473@talks.cam.ac.uk
CONTACT:Ben Karniely
DESCRIPTION:While companies have made almost every aspect of their busines
 s data-driven\, human resources has mostly stayed behind. At the same time
 \, ever-faster innovation and transformation have shown that companies tha
 t don't actively manage (or even know) their skills can quickly end up bec
 oming irrelevant. TechWolf helps organizations gain a view on their skills
  based on data already in their systems today - to make this work\, we lev
 erage a broad range of natural language processing techniques\, detecting 
 and modeling skills in almost any document.\n\nThis talk will dive into on
 e of our research projects\, in which we leveraged a transformer architect
 ure to model and predict a somewhat unique language: the language of caree
 r sequences. Josef Valvoda\, PhD candidate and visiting researcher at Tech
 Wolf\, will walk you through the challenges and opportunities found in thi
 s new approach.\n
LOCATION:Online
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