Awesome

awesome-spacy

I am using Spacy for the data enrichment and natural language understanding in various search applications. Below you can find some useful materials on it.

Articles

• Entity Extraction with spaCy

• A tour of awesome features of spaCy

• Custom Named Entity Recognition Using spaCy

• How to Train NER with Custom training data using spaCy

• Natural Language Processing is Fun!

• Understand TextRank for Keyword Extraction

• https://www.linkedin.com/pulse/spacyirl-2019-conference-overview-ivan-bilan/

• Rule-Based Matching with spaCy

• spaCy and the ‘set_extension’ attributes

• How to create custom NER model in Spacy

• Knowledge Graph — A Powerful Data Science Technique to Mine Information from Text

• SpaCy Classifier with pre-train token2vec VS. One without pre-train

• https://course.spacy.io/

Docs

• https://spacy.io/usage/rule-based-matching
• https://spacy.io/api/entityruler#init
• https://spacy.io/usage/rule-based-matching#phrasematcher
• https://spacy.io/usage/examples
• https://spacy.io/api/textcategorizer

Tools and libraries

• NER Annotator