README.md

metadata

tags:
  - spacy
  - token-classification
language:
  - it
model-index:
  - name: it_nerIta_trf
    results:
      - task:
          name: NER
          type: token-classification
        metrics:
          - name: NER Precision
            type: precision
            value: 0.9996483551
          - name: NER Recall
            type: recall
            value: 0.99867286
          - name: NER F Score
            type: f_score
            value: 0.9991603694

---

tags: - spacy - token-classification language: - it model-index: - name: nerIta_trf 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_trf
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