no code implementations • 13 Oct 2018 • Federica Calanca, Luiza Sayfullina, Lara Minkus, Claudia Wagner, Eric Malmi
Our work shows that soft skills can serve as partial predictors of the gender composition in job categories and that not all soft skills receive equal wage returns at the labour market.
2 code implementations • 20 Jul 2018 • Luiza Sayfullina, Eric Malmi, Juho Kannala
The disambiguation is formulated as a binary text classification problem where the prediction is made for the potential soft skill based on the context where it occurs.
no code implementations • 18 Jul 2017 • Luiza Sayfullina, Eric Malmi, Yiping Liao, Alex Jung
We propose a novel method for classifying resume data of job applicants into 27 different job categories using convolutional neural networks.