Lectures

Live lecture: Introduction
Ekaterina Shutova. 2020-10-28.
Abstract Slides Further reading
Language models
Recorded lecture. Week 1 (released on 2020-10-28).
Abstract Slides Video Further reading
Part-of-speech tagging
Recorded lecture. Week 1 (released on 2020-10-28).
Abstract Slides Video Further reading
Live Q & A: Language models and part-of-speech tagging
Ekaterina Shutova. 2020-11-04.
Abstract
Morphological processing
Recorded lecture. Week 2 (released on 2020-11-04).
Abstract Slides Video Further reading
Syntax and formal grammars
Recorded lecture. Week 2 (released on 2020-11-04).
Abstract Slides Video Further reading
Syntactic parsing
Recorded lecture. Week 2 (released on 2020-11-04).
Abstract Slides Video Further reading
Live Q & A: Morphology and syntax
Ekaterina Shutova. 2020-11-11.
Abstract Slides
Lexical semantics
Recorded lecture. Week 3 (released on 2020-11-11).
Abstract Slides Video Further reading
Distributional semantics
Recorded lecture. Week 3 (released on 2020-11-11).
Abstract Slides Video Further reading
Generalisation and word embeddings
Recorded lecture. Week 3 (released on 2020-11-12).
Abstract Slides Video Further reading
Live lecture: Compositional semantics and sentence representations
Mario Giulianelli. 2020-11-18.
Abstract Slides Video Further reading
Live Q & A: Semantics
Ekaterina Shutova. 2020-11-25.
Abstract Slides
Discourse processing
Recorded lecture. Week 5 (released on 2020-11-25).
Abstract Slides Video Further reading
Language generation and summarisation (part 1: main lecture)
Recorded lecture. Week 5 (released on 2020-11-25).
Abstract Slides Video Further reading
Language generation and summarisation (part 2: evaluation)
Recorded lecture. Week 5 (released on 2020-11-25).
Abstract Slides Video Further reading
Live Q & A: Modelling discourse and summarization
Ekaterina Shutova. 2020-12-02.
Abstract Slides
Dialogue modelling
Recorded lecture by Raquel Fernandez. Week 6 (released on 2020-12-02).
Abstract Slides Video Further reading
NLP and social media analysis
Recorded lecture by Reshmi G. Pillai. Week 6 (released on 2020-12-02).
Abstract Slides Video
Foundations of Bayesian NLP
Recorded lecture by Wilker Aziz. Week 6 (released on 2020-12-02).
Abstract Slides Video Further reading
Live Q & A: Dialogue modelling (1pm) and NLP & Social media (2pm)
Raquel Fernandez and Reshmi G. Pillai. 2020-12-09.
Abstract
Live Q & A: Bayesian NLP (3pm)
Wilker Aziz. 2020-12-11.
Abstract
Live lecture: Summary of the course (4pm)
Ekaterina Shutova. 2020-12-11.
Abstract Slides