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Introduction to Named Entity Recognition (NER for DH 01)
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Classroom Contents
Named Entity Recognition in Python for Digital Humanities
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- 1 Introduction to Named Entity Recognition (NER for DH 01)
- 2 Rules Based NER in Python (Named Entity Recognition for Digital Humanities 02)
- 3 Machine Learning NER with Python and spaCy (NER for DH 03 )
- 4 How to Use spaCy's EntityRuler (Named Entity Recognition for DH 04 | Part 01)
- 5 How to Use spaCy to Create an NER training set (Named Entity Recognition for DH 04 | Part 02)
- 6 How to Train a spaCy NER model (Named Entity Recognition for DH 04 | Part 03)
- 7 Examining a spaCy Model in the Folder (Named Entity Recognition for DH 05)
- 8 What are Word Vectors (Named Entity Recognition for DH 06)
- 9 How to Generate Custom Word Vectors in Gensim (Named Entity Recognition for DH 07)
- 10 How to Load Custom Word Vectors into spaCy Models (Named Entity Recognition for DH 08)
- 11 Getting the Data for Custom Labels (Holocaust NER for DH 09.01)
- 12 How to Add a Pipe in SpaCy 3x (SpaCy 3x Tutorials)
- 13 How to Add Cutom Names to Pipes and Position them in a Pipeline in spaCy 3x SpaCy 3x Tutorials
- 14 How to Add and Place Pipes from other Models into a New Model (NER for DH 09 04)
- 15 How to Add Custom Functions to spaCy Pipeline (NER for DH 09.05)
- 16 How to Create and Add an EntityRuler in spaCy 3
- 17 How to Add Custom Factories with Language component in spaCy 3x (SpaCy 3x Tutorials)
- 18 How to Load Custom Word Vectors into a spaCy Model
- 19 How to Create a Config.cfg File in spaCy 3x for Named Entity Recognition (NER)
- 20 How to Convert spaCy 2x Training Data to 3x (Named Entity Recognition in spaCy Tutorials)
- 21 How to Train an NER Model in spaCy 3x
- 22 How to Structure a Formal Test with Confusion Matrix in spaCy 3 for NER Models (NER for DH)
- 23 How to Structure an Informal NER Test with spaCy 3 (Named Entity Recognition Tutorials)
- 24 Precision vs. Recall and Adding PERSON to Holocaust NER Pipeline (Named Entity Recognition DH 09.06)
- 25 Finalizing the Holocaust NER Pipeline (Named Entity Recognition for DH 09.07)
- 26 Classical Latin Named Entity Recognition (NER for DH 10.01)
