How to add a new entity label to spaCy NER🔥: Jupyter Notebook — spaCy #1

In today's tutorial, we're going to add a new entity label to spaCy’s default NER. We'll explore why looking for specific strings isn't a way to go and how to handle false positives and false negatives when doing NER with a custom-added entity label. I’ll show you an example in Jupyter Notebook.

⭐ Code ⭐
GitHub repository: https://github.com/rokbenko/ai-playgr...
Code for this tutorial: https://github.com/rokbenko/ai-playgr...

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🎞️ Timestamps 🎞️
00:00 – Intro
00:22 – Code for this tutorial
00:37 – Install spaCy and its pre-trained model
00:44 – sample.txt file explained
00:57 – Read the sample.txt file
00:19 – Our goal
01:34 – Attempt #1: Looking for strings gold and silver
02:29 – Attempt #2: NER using spaCy
02:41 – spaCy's default NER
03:19 – Add a new entity label
03:40 – NER with a custom-added entity label
04:29 – Handle false positives
05:19 – Handle false negatives
05:58 – Aliases
06:55 – Room for improvement
07:09 – Outro

#AI #spaCy #NER #NLP