Browsing by Author "Polatbilek, Ozan"

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Gender prediction from Tweets with convolutional neural networks: Notebook for PAN at CLEF 2018

Sezerer, Erhan; Polatbilek, Ozan; Sevgili, Özge; Tekir, Selma (CEUR Workshop Proceedings, 2018)

This paper presents a system1 developed for the author profiling task of PAN at CLEF 2018. The system utilizes style-based features to predict the gender information from the given tweets of each user. These features are ...
Gender prediction from tweets: Improving neural representations with hand-crafted features

Tekir, Selma; Sezerer, Erhan; Polatbilek, Ozan (2019)

Author profiling is the characterization of an author through some key attributes such as gender, age, and language. In this paper, a RNN model with Attention (RNNwA) is proposed to predict the gender of a twitter user ...