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IRIT-QFR: IRIT Query Feature Resource

Molina, Serge and Mothe, Josiane and Roques, Dorian and Tanguy, Ludovic and Ullah, Md Zia IRIT-QFR: IRIT Query Feature Resource. (2017) In: International Conference of the Cross-Language Evaluation Forum for European Languages (CLEF 2017), 11 September 2017 - 14 September 2017 (Dublin, Ireland).

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Official URL: https://doi.org/10.1007/978-3-319-65813-1_6

Abstract

In this paper, we present a resource that consists of query features associated with TREC adhoc collections. We developed two types of query features: linguistics features that can be calculated from the query itself, prior to any search although some are collection-dependent and post-retrieval features that imply the query has been evaluated over the target collection. This paper presents the two types of features that we have estimated as well as their variants, and the resource produced. The total number of features with their variants that we have estimated is 258 where the number of pre-retrieval and post-retrieval features are 81 and 171, respectively. We also present the first analysis of this data that shows that some features are more relevant than others in IR applications. Finally, we present a few applications in which these resources could be used although the idea of making them available is to foster new usages for IR.

Item Type:Conference or Workshop Item (Paper)
Additional Information:Thanks to Springer editor. This papers appears in Volume 10456 of Lecture Notes in Computer Science ISSN : 0302-9743 ISBN: 978-3-319-65812-4 The original PDF is available at: https://link.springer.com/chapter/10.1007/978-3-319-65813-1_6
HAL Id:hal-01913678
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)
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Deposited By: IRIT IRIT
Deposited On:20 Sep 2018 12:25

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