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Computer Sciences

Neural Machine Translation

When:

31 July - 11 August 2023

School:

ESS in Logic, Language and Information

Institution:

University of Ljubljana

City:

Ljubljana

Country:

Slovenia

Language:

English

Credits:

0.0 EC

Fee:

490 EUR

Interested?
Please note: this course has already ended
Neural Machine Translation

About

In this course students will be introduced to machine translation (MT): a field that investigates the use of software to translate text automatically between different languages. The course provides an overview of this field and focuses on the currently dominating paradigm in MT, which uses neural networks (NNs). Students will be introduced to the main NN architectures used in MT, which are also commonly used in other sequence-to-sequence language tasks (e.g. text summarisation). The course will also cover the evaluation of MT systems, the use of linguistic knowledge in MT systems, unsupervised approaches to MT, and different uses of MT systems in the wider society together with the implications thereof.

Course leader

Antonio Toral and Arianna Bisazza

Target group

Students

Fee info

Fee

490 EUR, Early student registration

Fee

690 EUR, Early non-academic registration

Interested?

When:

31 July - 11 August 2023

School:

ESS in Logic, Language and Information

Institution:

University of Ljubljana

Language:

English

Credits:

0.0 EC

Visit school

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