Demos
European Languages
Recognize entities in English text
Recognize Persons, Locations, Organizations and Misc entities using out of the box pretrained Deep Learning models based on GloVe (glove_100d) and BERT (ner_dl_bert) word embeddings.
Recognize entities in French text
Recognize Persons, Locations, Organizations and Misc entities using an out of the box pretrained Deep Learning model and GloVe word embeddings (glove_100d).
Recognize entities in German text
Recognize Persons, Locations, Organizations and Misc entities using an out of the box pretrained Deep Learning model and GloVe word embeddings (glove_300d).
Recognize entities in Italian text
Recognize Persons, Locations, Organizations and Misc entities using an out of the box pretrained Deep Learning model and GloVe word embeddings (glove_300d).
Recognize entities in Norwegian text
Recognize Persons, Locations, Organizations and Misc entities using 3 different out of the box pretrained Deep Learning models based on different GloVe word embeddings (glove_100d & glove_300d).
Recognize entities in Polish text
Recognize Persons, Locations, Organizations and Misc entities using 3 different out of the box pretrained Deep Learning models based on different GloVe word embeddings (glove_100d & glove_300d).
Recognize entities in Portuguese text
Recognize Persons, Locations, Organizations and Misc entities using 3 different out of the box pretrained Deep Learning models based on different GloVe word embeddings (glove_100d & glove_300d).
Recognize entities in Portuguese text
Recognize Persons, Locations, Organizations and Misc entities using 3 different out of the box pretrained Deep Learning models based on different GloVe word embeddings (glove_100d & glove_300d).
Recognize entities in Russian text
Recognize Persons, Locations, Organizations and Misc entities using 3 different out of the box pretrained Deep Learning models based on different GloVe word embeddings (glove_100d & glove_300d).
Recognize entities in Spanish text
Recognize Persons, Locations, Organizations and Misc entities using 3 different out of the box pretrained Deep Learning models based on different GloVe word embeddings (glove_100d & glove_300d).
Recognize entities in Danish text
Recognize Persons, Locations, Organizations and Misc entities using an out of the box pretrained Deep Learning model and GloVe word embeddings (glove_300d).
Recognize entities in Swedish text
Recognize Persons, Locations, Organizations and Misc entities using an out of the box pretrained Deep Learning model and GloVe word embeddings (glove_300d).
Recognize entities in Finnish text
Recognize Persons, Locations, Organizations and Misc entities using an out of the box pretrained Deep Learning model and GloVe word embeddings (glove_300d).
Prebuilt pipeline for entity recognition in Danish
This SparkNLP out-of-the-box pipeline returns tokens, lemmas, pos, embeddings and NERs in one line of code. It automatically recognizes Persons, Locations, Organizations and Misc entities in Danish text.
Prebuilt pipeline for entity recognition in Swedish
This SparkNLP out-of-the-box pipeline returns tokens, lemmas, pos, embeddings and NERs in one line of code. It automatically recognizes Persons, Locations, Organizations and Misc entities in Swedish text.
Prebuilt pipeline for entity recognition in Finnish
This SparkNLP out-of-the-box pipeline returns tokens, lemmas, pos, embeddings and NERs in one line of code. It automatically recognizes Persons, Locations, Organizations and Misc entities in Finnish text.