Asegúrate de que tienes instalado conda
y recrea un entorno virtual con el fichero environment.yml
con el siguiente comando:
conda env create -f environment.yml
- Introducción al Procesamiento del Lenguaje Natural
- Análisis morfosintáctico y reconocimiento de entidades
- Clasificación de texto
- Modelos de lenguaje y word embeddings
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Some years ago, Manning & Jurafsky organized a course on NLP at Coursera. There are some slides and videos.
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Dan Jurafsky and James H. Martin. Speech and Language Processing
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Chris Manning and Hinrich Schütze, Foundations of Statistical Natural Language Processing
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Emily Bender. Linguistic Fundamentals for Natural Language Processing: 100 Essentials from Morphology and Syntax
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Jacob Einstein. Natural Language Processing
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Steven Bird, Ewan Klein, and Edward Loper. Natural Language Processing with Python
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Jacob Perkins. Python 3 Text Processing with NLTK 3 Cookbook
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the Beyond Word Embeddings series, especially its Part 2
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Alammar, J. The Illustrated BERT, ELMo, and co. (How NLP Cracked Transfer Learning)
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BERT: Bidirectional Encoder Representations from Transformers
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El Boukkouri, H. Arithmetic Properties of Word Embeddings
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Smith, N. 2019. "Contextual Word Representations: A contextual Introduction"