Someone answered first in StackOverflow. Here it is:
from mlflow.tracking import MlflowClient
# Create an experiment with a name that is unique and case sensitive.
client = MlflowClient()
experiment_id = client.create_experiment("Social NLP Experiments")
client.set_experiment_tag(experiment_id, "nlp.framework", "Spark NLP")