Abstract: Computational Linguistics has gone through two major conceptual shifts: from symbolic to machine learning approaches, and the Deep Learning revolution. The surprising ability of Transformers and other Deep Learning models to directly capture sentence and paragraph-length contexts – coupled with enormous training data and compute – enable them to supplant conventional NLP technologies for many practical applications. In the near future LLMs will realise the slogans “Natural Language is the New Programming Language” and “Natural Language is the New Knowledge Representation Language”. This talk discusses the implications of this revolution for related fields, and language learning more generally.
Noyce Conference Room
US Mountain Time
Katherine Demuth & Mark Johnson
Our campus is closed to the public for this event.
Katherine DemuthDistinguished Professor of Linguistics an Macquarie University
Mark JohnsonProfessor of Language Sciences in the School of Computing at Macquarie University