SpanMarker How to use tomaarsen/span-marker-xlm-roberta-base-multinerd with SpanMarker:
from span_marker import SpanMarkerModel
model = SpanMarkerModel.from_pretrained("tomaarsen/span-marker-xlm-roberta-base-multinerd")
entities = model.predict("Amelia Earhart flew her single engine Lockheed Vega 5B across the Atlantic to Paris.")
print(entities) 
