Links

• ​SpaCy - Industrial-strength Natural Language Processing (NLP) with Python and Cython.

• ​Adding voice control to your projects​

• ​Increasing data science productivity; founders of spaCy & Prodigy​

• ​Course materials for "Natural Language" course​

• ​NLP progress - Track the progress in Natural Language Processing (NLP) and give an overview of the state-of-the-art across the most common NLP tasks and their corresponding datasets.

• ​Natural - General natural language facilities for Node.

• ​YSDA Natural Language Processing course (2018)​

• ​PyText - Natural language modeling framework based on PyTorch.

• ​HN: Facebook open-sources a speech-recognition system and a machine learning library (2018)​

• ​FlashText - Extract Keywords from sentence or Replace keywords in sentences.

• ​BERT PyTorch implementation​

• ​LASER Language-Agnostic SEntence Representations - Library to calculate and use multilingual sentence embeddings.

• ​Project DeepSpeech - Open source Speech-To-Text engine, using a model trained by machine learning techniques, based on Baidu's Deep Speech research paper.

• ​StanfordNLP - Python NLP Library for Many Human Languages.

• ​nlp-tutorial - Tutorial for who is studying NLP(Natural Language Processing) using TensorFlow and PyTorch.

• ​Better Language Models and Their Implications (2019)​

• ​gpt-2 - Code for the paper "Language Models are Unsupervised Multitask Learners".

• ​Lingvo - Framework for building neural networks in Tensorflow, particularly sequence models.

• ​Fairseq - Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

• ​Stanford CS224N: NLP with Deep Learning (2019) - Course page. (HN)

• ​Advanced NLP with spaCy: A free online course​

• ​Code for Stanford Natural Language Understanding course, CS224u (2019)​

• ​Awesome Reinforcement Learning for Natural Language Processing​

• ​ParlAI - Framework for training and evaluating AI models on a variety of openly available dialogue datasets.

• ​Training language GANs from Scratch (2019)​

• ​Olivia - Your new best friend built with an artificial neural network.

• ​Learn-Natural-Language-Processing-Curriculum​

• ​This repository recorded my NLP journey​

• ​Project Alias - Open-source parasite to train custom wake-up names for smart home devices while disturbing their built-in microphone.

• ​Real-Time Voice Cloning - Clone a voice in 5 seconds to generate arbitrary speech in real-time.

• ​Cornell Tech NLP Code​

• ​Cornell Tech NLP Publications​

• ​Thinc - SpaCy's Machine Learning library for NLP in Python.

• ​Knowledge is embedded in language neural networks but can they reason? (2019)​

• ​NLP Best Practices​

• ​Transfer NLP library - Framework built on top of PyTorch to promote reproducible experimentation and Transfer Learning in NLP.

• ​FARM - Fast & easy transfer learning for NLP. Harvesting language models for the industry.

• ​Transformers - State-of-the-art Natural Language Processing for TensorFlow 2.0 and PyTorch.

• ​NLP Roadmap 2019​

• ​Flair - Very simple framework for state-of-the-art NLP. Developed by Zalando Research.

• ​Unsupervised Data Augmentation - Semi-supervised learning method which achieves state-of-the-art results on a wide variety of language and vision tasks.

• ​Rasa - Open source machine learning framework to automate text-and voice-based conversations.

• ​T5 - Text-To-Text Transfer Transformer.

• ​100 Must-Read NLP Papers​

• ​Awesome NLP​

• ​NLP Library - Curated collection of papers for the NLP practitioner.

• ​spacy-transformers - spaCy pipelines for pre-trained BERT, XLNet and GPT-2.