NLP Studies 🗝️

Este repositório possui anotações, resumos, fichamentos e insights pessoais sobre estudos. Ele não possui materiais derivados.

Books 📚

Processamento de Linguagem Natural: Conceitos, Técnicas e Aplicações em Português. Fichamento 📑, Livro 📚
Speech and Language Processing (3rd ed.) by Dan Jurafsky and James H. Martin. Fichamento 📑, Livro 📚
Natural Language Processing with PyTorch: Build Intelligent Language Applications Using Deep Learning by Delip Rao. Fichamento 📑, Livro 📚
Natural Language Processing with Python: Analyzing Text with the Natural Language Toolkit by Steven Bird and Ewan Klein. Fichamento 📑, Livro 📚
Natural Language Processing with Transformers, Revised Edition: Building Language Applications With Hugging Face by Leandro Von Werra. Fichamento 📑, Livro 📚
Practical Natural Language Processing: A Comprehensive Guide to Building Real-World NLP Systems by Amij Grupta and Bodhisattwa Majumder. Fichamento 📑, Livro 📚
Linguística Computacional: 13 by Cláudia Freitas. Fichamento 📑, Livro 📚

Natural Language Processing with Classification and Vector Spaces @ DeeplearningAI. Notebook 📚, Curso 💻
Natural Language Processing with Probabilistic Models @ DeeplearningAI. Notebook 📚, Curso 💻
Natural Language Processing with Sequence Models @ DeeplearningAI. Notebook 📚, Curso 💻
Natural Language Processing with Attention Models @ DeeplearningAI. Notebook 📚, Curso 💻
Processamento Neural de Linguagem Natural em Português @ USP. Notebook 📚, Curso
HuggingFace NLP Course. Notebook 📚, Curso 💻
Stanford CS224N: NLP with Deep Learning. Notebook 📚, Curso e Aulas 💻
Stanford XCS224U: Natural Language Understanding. Notebook 📚, Curso e Aulas 💻
Stanford CS25 - Transformers United. Notebook 📚, Curso 💻

NLP Focused: ACL, NAACL, EMNLP, AACL, EACL, COLING, CoNLL
WEB, Knowledge bases and IA focused: WWW, WSDM, KDD, ICWSM, IJCAI, AAAI, CogSci, SCiL
Machine Learning focused: ICML, NeurIPS ICLR