Manning, C., & Schutze, H., Foundations of statistical natural language processing, 1, MIT Press, 1999
Goldberg, Y., Neural network methods for natural language processing. Synthesis lectures on human language technologies, 1, Morgan Claypool, 2017
Eisenstein, J., Introduction to Natural Language Processing, 1, MIT Press, 2019
Jurafsky, D. & Martin, J. H., Speech and Language Processing, 3 (draft), https://web.stanford.edu/~jurafsky/slp3/, 2022
Jurafsky, D. & Martin, J. H., Speech and Language Processing, 2, Prentice Hall, 2008
Indurkhya, N. & Damerau, F.J. (Eds.), Handbook of Natural Language Processing, 2, Routledge, 2010
Complementary Bibliography
Chollet, F., Keras: The python deep learning library, Astrophysics Source Code Library, 2018
Russell, S., Norvig, P., Artificial Intelligence: A Modern Approach, 4, Pearson, 2022
Manning, C.D., Raghavan, P., Schütze, H., Introduction to Information Retrieval, 1, Cambridge University Press, 2008
Kübler, S., McDonald, R., & Nivre, J., Dependency Parsing. Synthesis lectures on human language technologies, 1, Morgan Claypool, 2009
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Manning, C., & Schutze, H., Foundations of statistical natural language processing, 1, MIT Press, 1999