xx_ent_wiki_sm-2.1.0a7
Pre-release
Pre-release
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1592 commits
to master
since this release
Details: https://spacy.io/models/xx#xx_ent_wiki_sm
File checksum:
1d07e7a7acbc1750c680c687725eabc836f094b8eeaf1a1b7c7901d5e4b67fdc
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 | 2.1.0a7 |
| spaCy | >=2.1.0a4 |
| Model size | 3 MB |
| Pipeline | ner |
| Vectors | 0 keys, 0 unique vectors (0 dimensions) |
| Sources | Wikipedia |
| License | MIT |
| Author | Explosion AI |
Accuracy
| Type | Score |
|---|---|
ENTS_F |
81.64 |
ENTS_P |
82.23 |
ENTS_R |
81.06 |
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