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!pip install johnsnowlabs

nlp.load('ner').predict("Dr. John Snow is a British physician born in 1813")

entities entities_class entities_confidence
0 John Snow PERSON 0.9746
0 British NORP 0.9928
0 1813 DATE 0.5841

nlp.load('sentiment').predict("Well this was easy!")

entities entities_class entities_confidence
0 Well this was easy! pos 0.999901

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Transformers at Scale

Spark NLP is the only open-source NLP library in production that offers state-of-the-art transformers such as BERT, CamemBERT, ALBERT, ELECTRA, XLNet, DistilBERT, RoBERTa, DeBERTa, XLM-RoBERTa, Longformer, ELMO, Universal Sentence Encoder, Google T5, MarianMT, and OpenAI GPT2 not only to Python, and R but also to JVM ecosystem (Java, Scala, and Kotlin) at scale by extending Apache Spark natively
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