Web: https://towardsdatascience.com/implementing-hearst-patterns-with-spacy-216e585f61f8?source=rss----7f60cf5620c9---4

June 18, 2022, 5:15 a.m. | Nikita Kiselov

Towards Data Science - Medium towardsdatascience.com

Automatic Extraction of hypernym (hyponym) relation

⚠️ In this article, I will mostly concentrate on the Hearst patterns, implementation and usage for hypernym extraction. However, I will use Named Entity Recognition (NER) and a dataset of patents; so I recommend checking my previous post in this cycle.

Improving the NER model with patent texts | SpaCy, Prodigy and a bit of magic 🪄

Patterns … patterns are everywhere…

Why do we care about patterns in the context of NLP? Because …

hearst-patterns machine learning named-entity-recognition nlp patterns spacy

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