metadata
tags:
- spacy
- token-classification
language:
- it
model-index:
- name: nerIta
results:
- task:
name: NER
type: token-classification
metrics:
- name: NER Precision
type: precision
value: 0.8990228013
- name: NER Recall
type: recall
value: 0.9019607843
- name: NER F Score
type: f_score
value: 0.9004893964
widget:
- text: Mi chiamo Sarah e vivo a Londra
- text: >-
Il Regolamento (UE) n. 1245/2020 modifica gli allegati I, II, IV e V del
Regolamento cardine relativo ai MOCA in materiale plastico (Materiali e
Oggetti destinati a venire in Contatto con prodotti Alimentari), ovvero il
Regolamento (UE) n. 10/2011.
| Feature | Description |
|---|---|
| Name | nerIta |
| Version | 0.0.0 |
| spaCy | >=3.2.1,<3.3.0 |
| Default Pipeline | transformer, ner |
| Components | transformer, ner |
| Based on transformer | bullmount/hseBert-it-cased |
| Sources | n/a |
| License | n/a |
| Author | n/a |
Label Scheme
View label scheme (19 labels)
Predicts 18 tags:
| tag | meaning |
|---|---|
| PER | People, including fictional. |
| NORP | Nationalities or religious or political groups. |
| ORG | Companies, agencies, institutions, etc. |
| GPE | Countries, cities, states. |
| LOC | Non-GPE locations, mountain ranges, bodies of water. |
| DATE | Absolute or relative dates or periods. |
| MONEY | Monetary values, including unit. |
| FAC | Buildings, airports, highways, bridges, etc. |
| PRODUCT | Objects, vehicles, foods, etc. (Not services.) |
| EVENT | Named hurricanes, battles, wars, sports events, etc. |
| WORK_OF_ART | Titles of books, songs, etc. |
| LAW | Named documents made into laws. |
| LANGUAGE | Any named language. |
| TIME | Times smaller than a day. |
| PERCENT | Percentage, including "%". |
| QUANTITY | Measurements, as of weight or distance. |
| ORDINAL | "first", "second", etc. |
| CARDINAL | Numerals that do not fall under another type. |
| MISC | other name |
Accuracy
| Type | Score |
|---|---|
ENTS_F |
90.05 |
ENTS_P |
89.90 |
ENTS_R |
90.20 |
TOK2VEC_LOSS |
65769.53 |
NER_LOSS |
7865.95 |