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Implementing Hearst Patterns with SpaCy
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 …
machine learning named-entity-recognition nlp patterns spacy
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