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Automatic word relatedness evaluation | WordNet, SpaCy & Wikidata API
Aug. 17, 2022, 5:35 p.m. | Nikita Kiselov
Towards Data Science - Medium towardsdatascience.com
⚠️ In this article, I will rely on the prior knowledge of Hearst patterns and usage for hypernym extraction. However, I will use the 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 🪄
- Implementing Hearst Patterns with SpaCy
Why do we care about words’ relatedness? Well, let’s start with what relatedness is and its application in the NLP.
Relatedness in …
api deep learning evaluation machine learning named-entity-recognition nlp patents spacy
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