orkgnlp.annotation.tdm.decoder.TdmExtractorDecoder
- class TdmExtractorDecoder(labels)[source]
Bases:
ORKGNLPBaseDecoder
The TdmExtractorDecoder decodes the TDM-Extraction service model’s output to a user-friendly one.
- Parameters
labels (
DataFrame
) – TDM gold labels given as one-columned-dataframe
Methods
Decodes the model's
output
to a user-friendly format.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 (
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.