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Spark NLP Blog

State of the Art Natural Language Processing at Scale.

NLP is a key component in many data science systems that must understand or reason about text. This hands-on tutorial uses the open-source Spark NLP library to explore advanced NLP...

One of the questions that Spark NLP users often ask me is what type of tasks can you quickly solve using Spark NLP out of the box. In order to...

In this post I will discuss four topics: 1) my journey to start with SparkNLP, 2) what went well, 3) what did not go well and, 4) getting certified.

Recognize over 18 entities such as Countries, People, Organizations, Products, Events, etc. using an out of the box pre-trained NerDLApproach trained on the OntoNotes corpus.

Recognize Persons, Locations, Organizations, and Misc entities using out of the box pre-trained Deep Learning models based on GloVe (glove_100d) and BERT (ner_dl_bert) word embeddings.