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Rouletabille at SemEval-2019 Task 4: Neural Network Baseline for Identification of Hyperpartisan Publishers

Moreno, José G. and Pitarch, Yoann and Pinel-Sauvagnat, Karen and Hubert, Gilles Rouletabille at SemEval-2019 Task 4: Neural Network Baseline for Identification of Hyperpartisan Publishers. (2019) In: 13th International Workshop on Semantic Evaluation (SEMEVAL 2019), 6 June 2019 - 7 June 2019 (Minneapolis, United States).

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Official URL: https://doi.org/10.18653/v1/S19-2169

Abstract

This paper describes the Rouletabille participation to the Hyperpartisan News Detection task. We propose the use of different text classification methods for this task. Preliminary experiments using a similar collection used in (Potthast et al., 2018) show that neural-based classification methods reach state-of-the art results. Our final submission is composed of a unique run that ranks among all runs at 3/49 position for the by-publisher test dataset and 43/96 for the by-article test dataset in terms of Accuracy.

Item Type:Conference or Workshop Item (Paper)
Additional Information:ACL : Proceedings of the 13th International Workshop on Semantic Evaluation ISBN 978-1-950737-06-2 https://www.aclweb.org/anthology/S19-2169/
HAL Id:hal-02419435
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:Université de Toulouse > Institut National Polytechnique de Toulouse - Toulouse INP (FRANCE)
French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UT3 (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
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Deposited On:09 Dec 2019 13:45

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