Description
This pretrained pipeline is built on the top of xlnet_large_token_classifier_conll03 model.
Predicted Entities
How to use
pipeline = PretrainedPipeline("xlnet_large_token_classifier_conll03_pipeline", lang = "en")
pipeline.annotate("My name is John and I work at John Snow Labs.")
val pipeline = new PretrainedPipeline("xlnet_large_token_classifier_conll03_pipeline", lang = "en")
pipeline.annotate("My name is John and I work at John Snow Labs.")
Results
+--------------+---------+
|chunk |ner_label|
+--------------+---------+
|John |PERSON |
|John Snow Labs|ORG |
+--------------+---------+
Model Information
Model Name: | xlnet_large_token_classifier_conll03_pipeline |
Type: | pipeline |
Compatibility: | Spark NLP 4.0.0+ |
License: | Open Source |
Edition: | Community |
Language: | en |
Size: | 1.4 GB |
Included Models
- DocumentAssembler
- SentenceDetectorDLModel
- TokenizerModel
- XlnetForTokenClassification
- NerConverter
- Finisher