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Básica
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Manning, C., & Schutze, H. (1999). Foundations of statistical natural language processing. MIT Press
Goldberg, Y. (2017). Neural network methods for natural language processing. Synthesis lectures on human language technologies. Morgan Claypool
Jacob Eisenstein (2019). Introduction to Natural Language Processing. MIT Press
Jurafsky, D. & Martin, J. H. (2022). Speech and Language Processing (3rd ed. draft). Disponible en: https://web.stanford.edu/~jurafsky/slp3/
Manning, C., & Schutze, H. (1999). Foundations of statistical natural language processing. MIT Press
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Complementária
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Chollet, F. (2018). Keras: The python deep learning library. Astrophysics Source Code Library
Stuart Russell, Peter Norvig (2020). Artificial Intelligence: A Modern Approach, 4th Edition. Pearson
Christopher D. Manning, Prabhakar Raghavan, Hinrich Schütze (2008). Introduction to Information Retrieval. Cambridge University Press, Cambridge
Kübler, S., McDonald, R., & Nivre, J. (2009). Dependency Parsing. Synthesis lectures on human language technologies. Morgan Claypool
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Adicionalmente, se
manejarán textos científicos disponibles en las bibliotecas digitales del área,
como la ACL Anthology o ACM. |
Asignaturas