ATNLP: Week 1 | Open Course Materials

The course consists of three live lectures a week which are also live streamed and recorded for those who are unable to attend in person. To view lectures go to Learn Ultra and click on the Lecture Recordings link.

In all cases the lecture content (excluding guest lectures which are not examinable) and the required reading are examinable, the background reading is not. Unless specified, reading materials are required.

Slides	Lecture	Course content / Reading materials
Here	1 - Introduction
Here	2 - Translation	Required Reading: J&M Ed. 3 v. August 2025 Chapter 12
Here	3 - Summarisation	Required Reading: Zhang et al. (2024) A Systematic Survey of Text Summarization: From Statistical Methods to Large Language Models (Section 2) See et al. (2017) Get To The Point: Summarization with Pointer-Generator Networks (Section 1-2) Zhang et al. (2020) BERTScore: Evaluating text generation with BERT (Section 3)

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