All of these links are from the “Knowledge Graphs: Fundamentals, Techniques, and Applications” textbook

Named Entity Recognition

• NLTK
• SpaCy

Relationship Discovery

• Stanford Deep Dive
  • Incremental Knowledge Base Construction Using DeepDive

Nontraditional Information Extraction

• Stanford NLP lab (Open IE)
• Allen Institute
• List of Papers

Statistical Relational Learning

• Snorkel
  • Was https://www.snorkel.org/ (OpenSource)
  • Now https://snorkel.ai/ (SaaS Platform)
• Introduction to Statistical Relational Learning

Representation Learning for Knowledge Graphs