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| | Welcome to Sumit Kumar's Personal Blog!
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| | Dot product similarity measures how closely two vectors align, enabling fast, efficient similarity calculations for personalized recommendations.
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| | Automated information extraction is making business processes faster and more efficient. Graph Convolutional Networks can extract fields and values from visually rich documents better than traditional deep learning approaches like NER.
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| Let's take a look at how to do multi label text classification with Spacy. In multi label text classification each text document can have zero, one or more labels associated with it. This makes the problem more difficult than regular multi-class classification, both from a learning perspective, but also from an evaluation perspective. Spacy offers ... Continue reading "How to train a Spacy model for multi label classification"