#Reddit on off mods

Furthermore, we use the dataset to train and evaluate benchmark personality prediction models, achieving macro F1-scores between 67% and 82% on the individual dimensions and 82% accuracy for exact or one-off accurate type prediction. We carry out a preliminary feature analysis, revealing marked differences between the MBTI dimensions and poles. The dataset is labeled with Myers-Briggs Type Indicators (MBTI) and comes with a rich set of features for more than 9k users. We address this problem by introducing a large-scale dataset derived from Reddit, a source so far overlooked for personality prediction. However, due to high labeling costs and privacy issues, the few publicly available datasets are of limited size and low topic diversity. %X Automated personality prediction from social media is gaining increasing attention in natural language processing and social sciences communities. %I Association for Computational Linguistics %S Proceedings of the Second Workshop on Computational Modeling of People’s Opinions, Personality, and Emotions in Social Media %T Reddit: A Gold Mine for Personality Prediction These results are encouraging and comparable with the reliability of standardized tests.

Proceedings of the Second Workshop on Computational Modeling of People’s Opinions, Personality, and Emotions in Social MediaĪssociation for Computational LinguisticsĪutomated personality prediction from social media is gaining increasing attention in natural language processing and social sciences communities. Reddit: A Gold Mine for Personality Prediction

These results are encouraging and comparable with the reliability of standardized tests.',

#Reddit on off mods

Cite (Informal): Reddit: A Gold Mine for Personality Prediction (Gjurković & Šnajder, PEOPLES 2018) Copy Citation: BibTeX Markdown MODS XML Endnote More options… PDF: = ' accuracy for exact or one-off accurate type prediction. Association for Computational Linguistics. In Proceedings of the Second Workshop on Computational Modeling of People’s Opinions, Personality, and Emotions in Social Media, pages 87–97, New Orleans, Louisiana, USA. Reddit: A Gold Mine for Personality Prediction. Anthology ID: W18-1112 Volume: Proceedings of the Second Workshop on Computational Modeling of People’s Opinions, Personality, and Emotions in Social Media Month: June Year: 2018 Address: New Orleans, Louisiana, USA Venue: PEOPLES SIG: Publisher: Association for Computational Linguistics Note: Pages: 87–97 Language: URL: DOI: 10.18653/v1/W18-1112 Bibkey: gjurkovic-snajder-2018-reddit Cite (ACL): Matej Gjurković and Jan Šnajder. Abstract Automated personality prediction from social media is gaining increasing attention in natural language processing and social sciences communities.