| 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](https://dipteshkanojia.github.io) |

### Label Scheme

<details>

<summary>View label scheme (3 labels for 1 components)</summary>

| Component | Labels |
| --- | --- |
| **`abbreviationDetection`** | `AC`, `LF`, `O` |

</details>

### Accuracy

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

{"language": ["en"], "tags": ["spacy", "token-classification"], "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)."}]}
spacy token-classification en model-index region:us
TAGS
#spacy #token-classification #en #model-index #region-us 


### Label Scheme



View label scheme (3 labels for 1 components)


### Accuracy




### Label Scheme



View label scheme (3 labels for 1 components) ### Accuracy
TAGS
#spacy #token-classification #en #model-index #region-us 
 ### Label Scheme



View label scheme (3 labels for 1 components) ### Accuracy
passage: TAGS
#spacy #token-classification #en #model-index #region-us 
### Label Scheme



View label scheme (3 labels for 1 components)### Accuracy