research projects

Deep learning, Big Data and knowledge for multilingual text processing.
(2019 - 2021)

BigKnowledge will develop and assess deep learning systems to process texts in English,
Spanish, Catalan, Basque and Galician using Big Data processing techniques to provide the
required information in a timely manner.

The main objectives of the project are:
- To develop a transfer-learning resource for deriving cross-lingual embeddings and
projecting knowledge from languages to languages or from one language in a
particular domain to new domains and genres.
- To leverage both large-scale multilingual knowledge bases and new deep neural
network techniques to enrich and improve each other.
Organization:  BBVA
Main researcher: Eneko Agirre
Rodrigo Agerri, Eneko Agirre, Nora Aranberri, Maxux Aranzabe, Mikel Artetxe, Arantza Díaz de Ilarraza, Josu Goikoetxea, Itziar Gonzalez-Dios, Gorka Labaka, Maite Oronoz, Olatz Perez de Viñaspre, German Rigau

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