publish date
Jul 19, 2022
duration
33
min
Difficulty
Case details
The Data Science team of InfoJobs (Adevinta Spain) shares a solution designed and developed in-house to identify structured information from CVs, which is one of the top problems that AI is addressing in the job market sector. This solution leverages the efficiency of BERT, a powerful model based on the transformer architecture which achieves great results in Named Entity Recognition (NER) tasks, boosted with a huge training dataset created using a combination of synthetic and human-labelled résumés. [color=#111111][color=#111111][size=2][font=Verdana, Arial, Helvetica, sans-serif][size=2][font=Verdana, Arial, Helvetica, sans-serif][h2][/font][/size][/font][/size][/color][/color][b][color=#111111][size=2][font=Verdana, Arial, Helvetica, sans-serif][color=#111111][size=2][font=Verdana, Arial, Helvetica, sans-serif][url=https://drive.google.com/file/d/1xZG1nxJ84Ipe0ApAjxditb_XC9nqF9AB/view?usp=sharing]Slides[/url][/font][/size][/color][/font][/size][/color][/b][color=#111111][color=#111111][size=2][font=Verdana, Arial, Helvetica, sans-serif][size=2][font=Verdana, Arial, Helvetica, sans-serif][/h2][/font][/size][/font][/size][/color][/color]
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