- BloomsburyAI's Open Source NLP tool: Cape Webservices - backend server | Rest of BloomsburyAI's Open Source NLP tool - Cape [Bought out by FB around March/April 2019]
- NLP Java/JVM - docker container with Java/JVM based NLP libraries/frameworks (inspired by LaMachine, Awesome NLP and others out there)
- Better NLP library (experimental) | Slides: 1 2
- NLP Profiler library here - similar to Pandas Profiling but for text data
- Facebook's PyText
- Facebook's FastText | homepage | docs
- Facebook's Pythia | github | Medium
- Flair by Zolando Research | github | Research paper
- Microsoft NLP
- Smile - Statistical Machine Intelligence and Learning Engine
- Standford NLP Group
- Google’s Bert | TensorFlow code and pre-trained models for BERT
- Pretraining #BERT with Layer-wise #Adaptive #LearningRates
- A very approachable introduction to BERT
- H2O Driverless AI
- The Illustrated Word2vec
- LDA (topic modelling)
- Flashtext: github | docs | blogs: 1 o 2 o 3
- How to Prepare Text Data for Machine Learning with scikit-learn
- Top libraries
- 5 Heroic Tools for Natural Language Processing | Top 5 Python NLP Libraries to Build a Human like Applications | 5 open source tools for taming text | Comparing the Functionality of Open Source Natural Language Processing Libraries
- Comparison of Top 6 Python NLP Libraries
- Top 10 Python Libraries for Natural Language Processing (2018)
- Quora: best NLP library question: 1 | 2 | 3
- Python NLP for Hackers
- NLP vs NLU vs NLG (Know what you are trying to achieve) NLP engine (Part-1)
- NLP engine(Part-2) -> Best Text Processing tools or libraries for Natural Language Processing
- Natural Language Extraction - Using spaCy on a set of novels
- A short gist for extracting NER + grouping using emma
- Spacy Cheatsheet
- NeuralCoref 4.0: Coreference Resolution in spaCy with Neural Networks
- StarSpace: Learning embeddings for classification, retrieval and ranking
- Entity Embeddings for Categorical Variables
- 𝗕𝗹𝗼𝗴𝗽𝗼𝘀𝘁 Acoustic Word Embeddings - Introduction to the field of acoustic word embeddings (AWEs) for those with a background in speech processing, NLP, or DL/ML
- Free NLP service - Natural Language for Developers
- Do you want to convert English to Integers/Floats?
- How do we implement large-scale #NLP models on IPU
- NLP in fraud dectection: Case study
- TextAttack – a really cool Python framework for attacking NLP models and augmenting text datasets: GitHub | Tweet
- Albumentations package for NLP data augmentation: Kaggle Kernel 1 | Kaggle Kernel 2
- #BLINK - an Entity Linking python library
- #WhatLies is a python library visualizing word embeddings as well as operations on them
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