Transformers in Natural Language Processing | Data Science Summer School 2022
Part of the Data Science Summer School 2022: https://ds3.ai/ Organised by the Hertie School Data Science Lab.
Instructor: Maria Antoniak (https://maria-antoniak.github.io/)
In recent years, the transformer architecture has proved to be revolutionary in the field of Deep Learning by outperforming the classical Recurrent Neural Networks and Convolutional Neural Networks models in a multitude of tasks. With an apply-as-you-learn approach, Transformers for Natural Language Processing investigates in detail this exciting deep learning technique for machine translations, speech-to-text, text-to-speech, language modeling, question answering, and many more NLP domains with transformers.