dipteshkanojia's picture
version change
e50d40e
metadata
tags:
  - spacy
  - token-classification
language:
  - en
widget:
  - text: >-
      Light dissolved inorganic carbon (DIC) resulting from the oxidation of
      hydrocarbons.
  - text: >-
      RAFs are plotted for a selection of neurons in the dorsal zone (DZ) of
      auditory cortex in Figure 1.
  - text: >-
      Images were acquired using a GE 3.0T MRI scanner with an upgrade for
      echo-planar imaging (EPI).
model-index:
  - name: en_abbreviation_detection_roberta_lar
    results:
      - task:
          name: AbbreviationDetection
          type: token-classification
        metrics:
          - name: Precision
            type: precision
            value: 0.9611772641
          - name: Recall
            type: recall
            value: 0.9446958783
          - name: F Score
            type: f_score
            value: 0.9528653083
Feature Description
Name en_abbreviation_detection_roberta_lar
Version 0.0.1
spaCy >=3.2.1,<3.3.0
Default Pipeline transformer, abbreviationDetection
Components transformer, abbreviationDetection
Vectors 0 keys, 0 unique vectors (0 dimensions)
Sources PLOSDataset-LREC22-Submitted
License cc-by-sa-4.0
Author Diptesh Kanojia

Label Scheme

View label scheme (3 labels for 1 components)
Component Labels
abbreviationDetection AC, LF, O

Accuracy

Type Score
ENTS_F 95.29
ENTS_P 96.12
ENTS_R 94.47
TRANSFORMER_LOSS 287952.16
NER_LOSS 608954.79