ELEC-E5550 - Statistical Natural Language Processing D, Lecture, 10.1.2023-18.4.2023
This course space end date is set to 18.04.2023 Search Courses: ELEC-E5550
Lecture 2 slides (2023) Revised
Completion requirements
PDF
- statistical language models and their applications
- maximum likelihood estimation of n-grams
- class-based n-grams
- the main smoothing methods for n-grams
- introduction to other statistical and neural language models
Lecture 2 in the course text books:
- Manning-Schutze: Chapter 6 pp. 191-228
- Jurafsky-Martin 3rd (online) edition: Chapter 3 pp. 37-62 (and Chapter 7 pp.131-150 for simple NNLMs)
Click 02lm_2023_final.pdf link to view the file.