orkgnlp.annotation.rfclf.decoder.ResearchFieldClassifierDecoder

class ResearchFieldClassifierDecoder(label_dict)[source]

Bases: ORKGNLPBaseDecoder

The ResearchFieldClassifierDecoder decodes the ResearchFieldClassifier service model’s output to a user-friendly one.

Parameters:

label_dict (Dict[str, int]) – Classifier label mapping.

Methods

decode

Decodes the model's output to a user-friendly format.

release_memory

Releases the memory of all available attributes in a pipeline component.
decode(model_output, top_n, **kwargs)[source]

Decodes the model’s output to a user-friendly format.

Parameters:

model_output (Union[Any, Generator[Any, None, None]]) – The model’s output to be decoded.

Return type:

Any

Returns:

The user-friendly output.

release_memory()

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