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IRIT at CheckThat! 2018

Agez, Romain and Bosc, Clément and Lespagnol, Cédric and Mothe, Josiane and Petitcol, Noémie IRIT at CheckThat! 2018. (2018) In: 9th Conference and Labs of the Evaluation Forum, Living Labs (CLEF 2018), 10 September 2018 - 14 September 2018 (Avignon, France).

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Official URL: http://ceur-ws.org/Vol-2125/paper_132.pdf

Abstract

The 2018 CLEF CheckThat! is composed of two tasks: (1) Check-Worthiness and (2) Factuality. We participated to task (1) only which purpose is to evaluate the check-worthiness of claims in political debates. Our method to achieve this goal is to represent each claim by a vector of five computed values that correspond to scores on five criteria. These vectors are then used with machine learning algorithms to classify claims as check-worthy or not. We submitted three runs using different machine learning algorithms. The best result we achieved using the offi-cial measure MAP ranks our primary run the 12th over the 16 submitted runs. Our first contrastive run is ranked 2nd with the Mean Precision@1 measure.

Item Type:Conference or Workshop Item (Paper)
Additional Information:Thanks to CEUR editor, a free open-access publication service of Sun SITE Central Europe operated under the umbrella of RWTH Aachen University. This paper appears in vol 2125 Ceur Workshop Proceedings ISSN : 1613-0073 The definitive version is available at http://ceur-ws.org/Vol-2125/paper_132.pdf
HAL Id:hal-02289947
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:12 Sep 2019 10:06

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