Span Pooler
The eds.span_pooler component is a trainable span embedding component. It generates span embeddings from a word embedding component and a span getter. It can be used to train a span classifier, as in eds.span_classifier.
Parameters
| PARAMETER | DESCRIPTION |
|---|---|
nlp | Spacy vocabulary
|
name | Name of the component
|
embedding | The word embedding component TYPE: |
span_getter | How to extract the candidate spans and the qualifiers to predict or train on.
|
pooling_mode | How word embeddings are aggregated into a single embedding per span. DEFAULT: |
projection_mode | How embeddings converted into logits DEFAULT: |