The Spark NLP Blog

Text Classification in Spark NLP with Bert and Universal Sentence Encoders

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Veysel Kocaman

Training a SOTA multi-class text classifier with Bert and Universal Sentence Encoders in Spark NLP with just a few lines of code in less than 10 min.

Named Entity Recognition (NER) with BERT in Spark NLP

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Veysel Kocaman

Training a NER with BERT with a few lines of code in Spark NLP and getting SOTA accuracy. NER is a subtask of information extraction that seeks to locate and...

State-of-the-art named entity recognition with BERT

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Veysel Kocaman

John Snow Labs Sets New Accuracy Records With Its Biggest Spark NLP Release Ever

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Maziyar Panahi

The AI industry’s most widely used NLP library for Python and Java delivers a major new release of its software & models – improving accuracy and scale for named entity...