Skip to Main Content

Course Materials - Spring 2025

NLP702: Advanced Natural Language Processing

 TB = Textbook or Required reading                     REF = Reference or supplemental reading

Status        Title eBook

Print  

 Call Number

 

 I. Goodfellow, Y. Bengio and, A. C. Courville, Deep Learning. MIT Press, 2016.  Open Access Yes Q323.5 .G66 2016
Image of the cover of the book 'Natural Language Processing with Transformers, Revised Edition' Tunstall, L., von Werra, L., & Wolf, T. Natural Language Processing with Transformers. O'Reilly Media, Inc., 2022. O'Reilly
 
Yes
QA76.9.N38 T86 2022

Cover image D. Jurafsky and J. H. Martin, Speech and Language Processing (3rd edition, draft), 2023. Open Access

Yes

 P 98.J87 2009
A. Géron, Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems. 2nd ed., O'Reilly Media, 2019. O'Reilly Yes QA 76.73.P98 S533 2019
         

C. Manning et al., Foundation of Statistical Natural Language Processing. MIT Press, 1999. 

 ProQuest Yes P 98.5.S83M36 1999
Deep Learning with Python F. Chollet, Deep Learning with Python. Manning Publications Co., 2017 O'Reilly Yes QA 76.73.P98 C465 2021 
Natural Language Processing: A Machine Learning Perspective
Y. Zhang, and Z. Teng, Natural Language Processing: A Machine Learning Perspective. Cambridge University Press, 2021. NA Yes QA 76.9 .N38 Z43 2021
Introduction to Natural Language Processing
J. Eisenstein, Introduction to Natural Language Processing. MIT Press, 2019. NA

Yes

 

 QA 76.9.N38 E46 2019