University of Gothenburg
Reading list

Machine learning for statistical NLP: introduction

Maskininlärning för statistisk datalingvistik: inledning

Course
LT2822
Second cycle
7.5 credits (ECTS)
Go to Machine learning for statistical NLP: introduction

About the Reading list

Valid from
Spring semester 2026 (2026-01-19)
Decision date
2025-11-13

GU 2025/4255


- Daniel Jurafsky and James Martin. (2025). Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics, and Speech Recognition, with Language Models Third Edition. Online manuscript released August 24, 2025. 622 pp. https://web.stanford.edu/\~jurafsky/slp3/

- Delip Rao, Brian McMahan. (2018). Natural Language Processing with PyTorch: Build Intelligent Language Applications Using Deep Learning. O'Reilly Media. 254 pp.

- Philipp Koehn. (2020). Neural Machine Translation. Cambridge University Press. 394 pp.

Ca 1270 pages in total