orkgnlp.annotation.csner.encoder.CSNerEncoder

class CSNerEncoder(alphabet)

Bases: ORKGNLPBaseEncoder

The CSNerEncoder encodes the given input to the arguments needed to execute a Sequence labeling TorchScript model.

Parameters

alphabet (Dict[str, Dict[str, int]]) – Dict representing the word, char and label alphabets.

Methods

encode	Encodes the raw_input to a model-friendly format.
release_memory	Releases the memory of all available attributes in a pipeline component.

encode(raw_input, **kwargs)

Encodes the raw_input to a model-friendly format.

Parameters

raw_input (Any) – The user’s input to be encoded.

Return type

Tuple[Any, Dict[str, Any]]

Returns

The model-friendly output and kwargs.

release_memory()

Releases the memory of all available attributes in a pipeline component.