SU@ PAN'2015: Experiments in Author Profiling


We describe the submission of the Soa University team for the Author Profiling Task, part of the PAN 2015 Challenge. Given a set of writing samples by the same person, the task asks to predict some demographical information such as age and gender, as well as the personality type of that person. We experimented with SVM classifiers using variety of features extracted from publicly available resources, achieving the second-best score for Spanish out of 21 submissions, and the sixth- best for English out of 22 submissions.

In Proceedings of the CLEF 2015 - Conference and Labs of the Evaluation Forum
Momchil Hardalov
Momchil Hardalov
Applied Scientist

My research interests include natural langauge processing, few-shot, semi-supervised and multilingual learning. I have a strong software engineering background as a Software and Machine Learning Engineer.