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 |