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A multi-approach to community question answering

Author
El Adlouni, Y.; Rodriguez, H.; Meknassi, M.; El Alaoui, S.O.; Ennahnahi, N.
Type of activity
Journal article
Journal
Expert systems with applications
Date of publication
2019-12-15
Volume
137
First page
432
Last page
442
DOI
10.1016/j.eswa.2019.07.024
URL
https://www.sciencedirect.com/science/article/pii/S0957417419305032 Open in new window
Abstract
In this paper we face the problem of Community Question Answering for the Arabic language. In this setting, a member of the community posts an initial query expressed in Natural Language. Other participants post their own interventions: answers, comments, additional questions, etc. contributing to building a rather tangled thread of nodes containing Natural Language short texts. The task consists in answering the initial query using the thread as the space of possible answers. The task can be ap...
Keywords
Arabic natural language processing, Community question answering, Deep learning, Information retrieval, Learning to rank
Group of research
GPLN - Natural Language Processing Group
IDEAI-UPC - Intelligent Data Science and Artificial Intelligence Research Center
TALP - Centre for Language and Speech Technologies and Applications

Participants

  • El Adlouni, Yassine  (author)
  • Rodriguez Hontoria, Horacio  (author)
  • Meknassi, Mohammed  (author)
  • El Alaoui, Said Ouatik  (author)
  • En-nahnahi, Noureddine  (author)