Search Results for author: Ann-Sophie Gnehm

Found 2 papers, 0 papers with code

Evaluation of Transfer Learning and Domain Adaptation for Analyzing German-Speaking Job Advertisements

no code implementations LREC 2022 Ann-Sophie Gnehm, Eva Bühlmann, Simon Clematide

Our main contribution consists in building language models which are adapted to the domain of job advertisements, and their assessment on a broad range of machine learning problems.

Domain Adaptation Transfer Learning

Text Zoning and Classification for Job Advertisements in German, French and English

no code implementations EMNLP (NLP+CSS) 2020 Ann-Sophie Gnehm, Simon Clematide

We present experiments to structure job ads into text zones and classify them into pro- fessions, industries and management functions, thereby facilitating social science analyses on labor marked demand.

Management

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