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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 ...