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  4. SARAL: A Low-Resource Cross-Lingual Domain-Focused Information Retrieval System for Effective Rapid Document Triage
 
conference paper

SARAL: A Low-Resource Cross-Lingual Domain-Focused Information Retrieval System for Effective Rapid Document Triage

Boschee, Elizabeth
•
Barry, Joel
•
Billa, Jayadev
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2019
Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics
57th Annual Meeting of the Association for Computational Linguistics (ACL): System Demonstrations

With the increasing democratization of elec-tronic media, vast information resources areavailable in less-frequently-taught languagessuch as Swahili or Somali.That informa-tion, which may be crucially important andnot available elsewhere, can be difficult formonolingual English speakers to effectivelyaccess. In this paper we present SARAL, anend-to-end cross-lingual information retrieval(CLIR) and summarization system for low-resource languages that 1) enables Englishspeakers to search foreign language reposito-ries of text and audio using English queries,2) summarizes the retrieved documents in En-glish with respect to a particular informa-tion need, and 3) provides complete transcrip-tions and translations as needed. The SARALsystem achieved the top end-to-end perfor-mance in the most recent IARPA MATERIALCLIR+summarization evaluations.

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Type
conference paper
DOI
10.18653/v1/P19-3004
Author(s)
Boschee, Elizabeth
Barry, Joel
Billa, Jayadev
Freedman, Marjorie
Gowda, Thamme
Lignos, Constantine
Palen-Michel, Chester
Pust, Michael
Khonglah, Banriskhem
Madikeri, Srikanth
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Date Issued

2019

Published in
Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics
ISBN of the book

9781950737499

Start page

19

End page

24

URL
https://www.aclweb.org/anthology/P19-3004/
Written at

EPFL

EPFL units
LIDIAP  
Event nameEvent placeEvent date
57th Annual Meeting of the Association for Computational Linguistics (ACL): System Demonstrations

Forence, Italy

2019

Available on Infoscience
February 18, 2020
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/166311
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