operators.spacy.VerbPhraseFeaturizer

class operators.spacy.VerbPhraseFeaturizer(field, target_field=None, min_length=2, **spacy_span_kwargs)

A Featurizer that yields all verb phrases according to a simple part-of-speech verb match.

Used by the Seq Tagging application template as one of the base candidate generators for producing embeddings from.

Parameters

Parameters

Name	Type	Default	Info
field	str		The field to parse into verb phrases.
target_field	Optional[str]	None	The field in which to store the extracted verb phrase candidates.
min_length	int	2	The minimum number of tokens for extracted verb phrases. Used to avoid single token phrases. Default: 2.
spacy_span_kwargs	Any		kwargs to pass to the spaCy model.