Details: https://spacy.io/models/xx#xx_ent_wiki_sm
File checksum:
4c6b990912d42e25d06a174ee5426feebe9084fe890128bf1902f20c5797eb95
Multi-lingual CNN trained on Nothman et al. (2010) Wikipedia corpus. Assigns named entities. Supports identification of PER, LOC, ORG and MISC entities for English, German, Spanish, French, Italian, Portuguese and Russian.
| Feature | Description |
|---|---|
| Name | xx_ent_wiki_sm
|
| Version | 2.1.0a0
|
| spaCy | >=2.1.0a0
|
| Model size | 8 MB |
| Pipeline | ner
|
| Vectors | 0 keys, 0 unique vectors (0 dimensions) |
| Sources | Wikipedia |
| License | MIT
|
| Author | Explosion AI |
Accuracy
| Type | Score |
|---|---|
ENTS_F
| 83.79 |
ENTS_P
| 84.06 |
ENTS_R
| 83.53 |
Because the model is trained on Wikipedia, it may perform inconsistently on many genres, such as social media text.
Installation
pip install spacy-nightly
spacy download xx_ent_wiki_sm