---
license: mit
language:
- es
- ca
metrics:
- f1
- precision
- recall
pipeline_tag: token-classification
widget:
- text: "Me llamo Alex y vivo en Barcelona"
---

This is a Roberta multilingual (Catalan & Spanish) anonimization model, for use with BSC's AnonymizationPipeline at: 

https://github.com/TeMU-BSC/AnonymizationPipeline. 

The anonymization pipeline is a library for performing sensitive data identification and ultimately anonymization of the detected data in Spanish and Catalan user generated plain text.

This is model can be used as a standalone model but it is meant to work within the pipeline.

The Roberta model can detect the following entities: ORG, PER, LOC

| Type | Score |
| --- | --- |
| `ENTS_F` | 90.03 |
| `ENTS_P` | 89.7 |
| `ENTS_R` | 90.3 |