*Natural Language Processing acceleration: foundations and applications** **Two complementary courses on Deep Learning and NLP*
January and February, 2022, San Sebastian, Europe
ONLINE AND ONSITE ATTENDANCE AVAILABLE HANDS-ON, YOU LEARN TO IMPLEMENT THE MODELS
You can take either one or both courses:
Deep Learning for NLP <https://ixa.eus/dl4nlp> (Jan 10 to 28, 35 hours, 3 weeks. 9th edition): This course introduces in detail the machinery that makes Deep Learning work for NLP, including the latest transformers and pre-trained (multilingual) language models like GPT, BERT and XLMR. The course combines theoretical and practical hands-on classes. Attendants will be able to understand and implement the models in Tensorflow. The aim is to allow attendees to acquire the ability to understand, modify and apply current and future Deep Learning NLP models.
Introduction to LT Applications <https://ixa.eus/iltapp> (Feb 2 to Mar 9, 25 hours, 5 weeks. 2nd edition): This course introduces the main techniques to build applications, and apply them to core Language Technology applications such us Opinion Mining, Named Entity Recognition, Fake News Detection or Question Answering. The course will have a practical focus, learning to use readily available LT toolkits (Spacy, Flair, etc.). The aim is to allow attendees to acquire the required autonomy to apply LT technogologies to target applications.
*Registration* has to be done for each course, see respective websites.
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