flair.data._PartOfSentence#

class flair.data._PartOfSentence(sentence)View on GitHub #

Bases: DataPoint, ABC

Methods

`__init__`(sentence)
`add_label`(typename, value[, score])	Adds a label to the `DataPoint` by internally creating a `Label` object.
`add_metadata`(key, value)
`clear_embeddings`([embedding_names])
`get_each_embedding`([embedding_names])
`get_embedding`([names])
`get_label`([label_type, zero_tag_value])
`get_labels`([typename])	Returns all labels of this datapoint belonging to a specific annotation layer.
`get_metadata`(key)
`has_label`(type)
`has_metadata`(key)
`remove_labels`(typename)
`set_embedding`(name, vector)
`set_label`(typename, value[, score])
`to`(device[, pin_memory])

Attributes

add_label(typename, value, score=1.0, **metadata)View on GitHub #

Adds a label to the DataPoint by internally creating a Label object.

Parameters:

typename (str) – A string that identifies the layer of annotation, such as “ner” for named entity labels or “sentiment” for sentiment labels
value (str) – A string that sets the value of the label.
score (float) – Optional value setting the confidence level of the label (between 0 and 1). If not set, a default confidence of 1 is used.
**metadata – Additional metadata information.

Returns:

A pointer to itself (DataPoint object, now with an added label).

remove_labels(typename)View on GitHub #