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Imitation learning for structured prediction in Natural Language Processing

Project Member(s): Piccardi, M.

Funding or Partner Organisation: Capital Markets Cooperative Research Centre - Capital Markets CRC (Capital Markets - CRC Scholarship (External))
Capital Markets Cooperative Research Centre - Capital Markets CRC (Capital Markets - CRC Scholarship (External))
Capital Markets Cooperative Research Centre - Capital Markets CRC (Capital Markets - CRC Scholarship (External))

Start year: 2017

Publications:

Jauregi Unanue, I, Garmendia Arratibel, L, Zare Borzeshi, E & Piccardi, M 2018, 'English-Basque Statistical and Neural Machine Translation', Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC-2018), Language Resources and Evaluation Conference, European Language Resource Association, Miyazaki, Japan, pp. 880-885.
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Jauregi Unanue, I, Zare Borzeshi, E & Piccardi, M 2018, 'A Shared Attention Mechanism for Interpretation of Neural Automatic Post-Editing Systems', Workshop on Neural Machine Translation and Generation, Melbourne, Australia, pp. 11-17.
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Jauregi Unanue, I, Zare Borzeshi & Piccardi, M 2017, 'Recurrent neural networks with specialized word embeddings for health domain named-entity recognition', Journal of Biomedical Informatics, vol. 76, no. December 2017, pp. 102-102.
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FOR Codes: Natural Language Processing, Computer Software and Services not elsewhere classified