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1
Creating Expert Knowledge by Relying on Language Learners: a Generic Approach for Mass-Producing Language Resources by Combining Implicit Crowdsourcing and Language Learning
In: LREC 2020 - Language Resources and Evaluation Conference ; https://hal.inria.fr/hal-02879883 ; LREC 2020 - Language Resources and Evaluation Conference, May 2020, Marseille, France (2020)
Abstract: International audience ; We introduce in this paper a generic approach to combine implicit crowdsourcing and language learning in order to mass-produce language resources (LRs) for any language for which a crowd of language learners can be involved. We present the approach by explaining its core paradigm that consists in pairing specific types of LRs with specific exercises, by detailing both its strengths and challenges, and by discussing how much these challenges have been addressed at present. Accordingly, we also report on ongoing proof-of-concept efforts aiming at developing the first prototypical implementation of the approach in order to correct and extend an LR called ConceptNet based on the input crowdsourced from language learners. We then present an international network called the European Network for Combining Language Learning with Crowdsourcing Techniques (enetCollect) that provides the context to accelerate the implementation of the generic approach. Finally, we exemplify how it can be used in several language learning scenarios to produce a multitude of NLP resources and how it can therefore alleviate the long-standing NLP issue of the lack of LRs.
Keyword: [INFO.INFO-TT]Computer Science [cs]/Document and Text Processing; [SHS.LANGUE]Humanities and Social Sciences/Linguistics; Collaborative Resource Construction; Computer-Assisted Language Learning; COST Action; Crowdsourcing
URL: https://hal.inria.fr/hal-02879883/document
https://hal.inria.fr/hal-02879883
https://hal.inria.fr/hal-02879883/file/EnetCollect___LREC_2020.pdf
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2
Overview of the CLEF 2008 Multilingual Question Answering Track
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3
Overview of ResPubliQA 2010: Question Answering Evaluation over European Legislation
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4
Question Answering over Linked Data (QALD-4)
In: Working Notes for CLEF 2014 Conference ; https://hal.inria.fr/hal-01086472 ; Working Notes for CLEF 2014 Conference, Sep 2014, Sheffield, United Kingdom (2014)
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5
Multi-document multilingual summarization corpus preparation, Part 1:Arabic, English, Greek, Chinese, Romanian
Li, Lei; Forascu, Corina; El-Haj, Mahmoud. - : Association for Computational Linguistics, 2013
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6
GikiCLEF: Crosscultural issues in multilingual information access
Santos, Diana; Cabral, Luís Miguel; Forascu, Corina. - : European Language Resources Association, 2010
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7
GikiCLEF: Crosscultural issues in multilingual information access
Santos, Diana; Cabral, Luís Miguel; Forner, Pamela. - : European Language Resources Association, 2010
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8
The Dictionary of Romanian Language: Steps toward the Electronic Version
In: Proceedings of the 12th EURALEX International Congress, Turin, Italy, 6- 9 September 2006 (2006), 417-423
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