Comparing production-grade NLP libraries: Accuracy, performance, and scalability
A comparison of the accuracy and performance of Spark-NLP vs. spaCy, and some use case recommendations.
Saif Addin Ellafi
Saif Addin Ellafi is a software developer, analyst, data scientist, and forever a student while being an extreme sports and gaming enthusiast. Having wide experience in problem solving and quality assurance in the data fields in banking and finance industry, he is now the main contributor in Spark-NLP at John Snow Labs.
Content
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.
Comparing production-grade NLP libraries: Training Spark-NLP and spaCy pipelines
A step-by-step guide to initialize the libraries, load the data, and train a tokenizer model using Spark-NLP and spaCy.