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Ling 3000Q/5000:
Introduction to Computational Linguistics
Readings
- Bird, S., E. Klein, and E. Loper. 2009. Natural Language Processing with
Python. O'Reilly.
- Dickinson, M., C. Brew, and D. Meurers. 2012. Language and
Computers. Wiley-Blackwell.
- Johnson, K. 2008. Quantitative Methods in
Linguistics. Blackwell Publishing.
- Jurafsky, D. and J.H. Martin. 2009. Speech and Language
Processing. 3rd edition. Currently only available
online.
- Lutz, M. and D. Ascher. 2004. Learning Python. 2nd
edition. O'Reilly.
- Raschka, S. 2025. Build a Large Language Model (From
Scratch) Manning.
- Tunstall, L., L. von Werra, and T. Wolf. 2022. Natural
Language Processing with Transformers: Building Language Applications
with Hugging Face. Revised edition. O'Reilly.
Links
Python and Programming
NLTK
Regular expressions
Finite-state machines
POS Taggers
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