Search Results for author: Luiza Sayfullina

Found 3 papers, 1 papers with code

Responsible team players wanted: an analysis of soft skill requirements in job advertisements

no code implementations13 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.

Sociology

Learning Representations for Soft Skill Matching

2 code implementations20 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.

Binary text classification text-classification +1

Domain Adaptation for Resume Classification Using Convolutional Neural Networks

no code implementations18 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.

Classification Domain Adaptation +1

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