NLP 805: 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. |
Q323.5 .G66 2016 |
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D. Jurafsky, and J.H. Martin, Speech and Language Processing. Prentice-Hall, Inc. 2024. |
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Y. Goldberg, Neural Network Methods in Natural Language Processing. Morgan & Claypool Publishing, 2017. |
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TA 347.A78 G653 2017 |
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C.M. Bishop, Pattern Recognition and Machine Learning. New York: Springer, 2006. |
Q 327.B52 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. |
QA 76.73.P98 S533 2019 |
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Y. Zhang, and Z. Teng, Natural Language Processing: A Machine Learning Perspective. Cambridge University Press, 2021. |
NA |
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 |
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D. Rao and B. McMahan, Natural Language Processing with PyTorch: Build Intelligent Language Applications Using Deep Learning. O'Reilly, 2019. |
QA 76.73.P98 R36 2019 |
