Natural Language Procession

Lecture Video (Portuguese)

• Natural Language Processing

Slides (English)

• Natural Language Processing

Code (Google Colab, Notebooks and More)

• TensorFlow: Word Embeddings

• TensorFlow: Transformer Model for Language Understanding

• TensorFlow: Fine-tuning a BERT Model

• Fine-tuning with HuggingFace Datasets library and PyTorch

• Sentence Embeddings using Siamese BERT-Networks

• Keras: Natural Language Processing

• Huggingface: Quick tour

• Huggingface: Preprocessing data

• Huggingface: Fine-tuning a pretrained model

• Huggingface: Fine-tuning with custom datasets

• Huggingface: Summary of the tokenizers

• Huggingface: Multi-lingual models

• Huggingface: Transformers Notebooks

Additional Resources

• The Super Duper NLP Repo

• Transformers Notebooks

• Huggingface Transformers

• Simple Transformers

• Sentence Transformers

• SimpleTransformers: Transformers Made Easy