NLP 701: Natural Language Processing
TB = Textbook or Required reading 
REF = Reference or supplemental reading
| Status | Title | eBook |
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Call Number | ||
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I. Goodfellow, Y. Bengio and, A. C. Courville, Deep Learning. MIT Press, 2016. | Open Access | Yes | Q323.5 .G66 2016 | |
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C. Manning et al., Foundation of Statistical Natural Language Processing. MIT Press, 1999. | ProQuest |
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P 98.5.S83M36 1999 | |
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D. Jurafsky and J. H. Martin, Speech and Language Processing (3rd edition, draft), 2023. | Open Access | P 98.J87 2009 | ||
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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 | |
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J. Perkins, Python 3 Text Processing with NLTK 3 Cookbook. 2nd ed., Birmingham, UK: Packt Publishing, 2014. |
O'Reilly | Yes | QA76.73.P98.P47 2014 | |
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F. Chollet, Deep Learning with Python. Manning Publications Co., 2017 | O'Reilly | Yes | QA 76.73.P98 C465 2021 | |
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Y. Zhang, and Z. Teng, Natural Language Processing: A Machine Learning Perspective. Cambridge University Press, 2021. | NA | Yes | QA 76.9 .N38 Z43 2021 | |
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J. Eisenstein, Introduction to Natural Language Processing. MIT Press, 2019. | NA |
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QA 76.9.N38 E46 2019 |
