Skip to content

[Question]: Confidence scores for sequence tagger when crf layer is used #3070

@MarouaBoudabous

Description

@MarouaBoudabous

Question

Hi,
In the sequence tagger implementation, the confidence scores are associated to the max of scores matrix . Isn't it more accurate to use the decoding process over the scores matrix to get the confidence score for each token?

Actually, I noticed in the results that the tags associated to the confidence scores are different from the ones in the all_tags matrix. Is it the expected way to compute the confidence scores ?

Any help is appreciated. 

Metadata

Metadata

Assignees

Labels

questionFurther information is requestedwontfixThis will not be worked on

Type

No type

Projects

No projects

Milestone

No milestone

Relationships

None yet

Development

No branches or pull requests

Issue actions