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Probabilistic Models in the Study of Language. Probabilistic models in scientific work on language ranging from experimental data analysis to corpus work to cognitive modeling
Deep Learning for Natural Language Processing. A discussion of NLP-oriented issues in modeling, interpretation, representational power, and optimization
Natural Language Processing with Python. A book about Natural Language Processing

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