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IRIT at TREC Knowledge Base Acceleration 2013: Cumulative Citation Recommendation Task

Abbes, Rafik and Pinel-Sauvagnat, Karen and Hernandez, Nathalie and Boughanem, Mohand IRIT at TREC Knowledge Base Acceleration 2013: Cumulative Citation Recommendation Task. (2013) In: The Twenty-Second Text REtrieval Conference - TREC 2013, 19 November 2013 - 22 November 2013 (Gaithersburg, United States).

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Abstract

This paper describes the IRIT lab participation to the Cumulative Citation Recommendation task of the TREC 2013 Knowledge Base Acceleration Track. In this task, we are asked to implement a system which aims to detect “Vital” documents that a human would want to cite when updating the Wikipedia article for the target entity. Our approach is built on two steps. First, for each topic (entity), we retrieve a set of potential relevant documents containing at least one entity mention. These documents are then classified using a supervised learning algorithm to identify which ones are vital. We submitted three runs using different combinations of features. Obtained results are presented and discussed.

Item Type:Conference or Workshop Item (Paper)
HAL Id:hal-01143717
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:Université de Toulouse > Institut National Polytechnique de Toulouse - INPT (FRANCE)
French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UPS (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
Laboratory name:
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Deposited By: IRIT IRIT
Deposited On:10 Apr 2015 08:27

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