Table of Contents
Resources:
- NLP Libs (blog)
Hogan.js, SpaCy, rasa NLU, Google Cloud Natural Language API, Amazon Comprehend, Gensim, Wit, AYLIEN, MonkeyLearn, FastText, NLTK, HUGGING FACE - A general approach for fine-tuning BERT in Pytorch
- 7 Amazing Open Source NLP Tools to Try With Notebooks in 2019
- An Overview of Neural NLP Milestones
- Smaller, faster, cheaper, lighter: Introducing DistilBERT, a distilled version of BERT
- Embeddings Progress + NLP Tools!
- Roundup of Python NLP Libraries!
- SpaCy Cheatsheet
- Tracking Progress in Natural Language Processing (Ruder)
- ML in NLP (book!)
- NLP for Chatbots (blog)
- 100 Times Faster Natural Language Processing in Python (Blog)
- Compressing BERT for faster prediction (Blog)
- MultiFiT: Efficient Multi-lingual Language Model Fine-tuning (code)
- Transformers: State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch (Huggingface - Code!)
- pLogicNet: implementation from Probabilistic Logic Neural Networks for Reasoning (code)