Blog - Articles

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.

Spark in Docker in Kubernetes: A Practical Approach for Scalable NLP

Natural Language Processing using the Google Cloud Platform’s Kubernetes Engine

Comparing the Functionality of Open Source NLP Libraries

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Maziyar Panahi

Natural language processing (NLP) is essential in a growing number of AI applications. Extracting accurate information from free text is a must if you are building a chatbot, searching through...

Spark NLP Walkthrough, powered by TensorFlow

This article is a walkthrough of solving a realistic use case of natural language understanding in healthcare using Spark NLP Deep Learning

Comparing production-grade NLP libraries: Running Spark-NLP and spaCy pipelines

A step-by-step guide to building and running a natural language processing pipeline.