
# PolitiBETO: A Spanish BERT adapted to a language domain of Political Tweets

PolitiBETO is a [BERT model](https://github.com/google-research/bert) tailored for political tasks in social media corpora. It is a Domain Adaptation on top of [BETO](https://huggingface.co/dccuchile/bert-base-spanish-wwm-uncased), a pretrained BERT in Spanish.
This model is meant to be fine-tuned for downstream tasks.


## Citation

[NLP-CIMAT at PoliticEs 2022: PolitiBETO, a Domain-Adapted Transformer for Multi-class Political Author Profiling](https://ceur-ws.org/Vol-3202/politices-paper2.pdf)

To cite this in a publication please use the following:

```
@inproceedings{PolitiBeto2022,
  title={{NLP-CIMAT} at {P}olitic{E}s 2022: {P}oliti{BETO}, a {D}omain-{A}dapted {T}ransformer for {M}ulti-class {P}olitical {A}uthor {P}rofiling},
  author={Emilio Villa-Cueva and Ivan Gonz{\'a}lez-Franco and Fernando Sanchez-Vega and Adri{\'a}n Pastor L{\'o}pez-Monroy},
  booktitle={Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2022)},
  series    = {{CEUR} Workshop Proceedings},
  publisher = {CEUR-WS},
  year={2022}
}
```
{"language": ["es"], "tags": ["masked-lm"], "widget": [{"text": "La mayor ventaja de la democracia es su [MASK].", "example_title": "Ejemplo 1"}]}
transformers pytorch bert fill-mask masked-lm es autotrain_compatible endpoints_compatible region:us
TAGS
#transformers #pytorch #bert #fill-mask #masked-lm #es #autotrain_compatible #endpoints_compatible #region-us 


# PolitiBETO: A Spanish BERT adapted to a language domain of Political Tweets

PolitiBETO is a BERT model tailored for political tasks in social media corpora. It is a Domain Adaptation on top of BETO, a pretrained BERT in Spanish.
This model is meant to be fine-tuned for downstream tasks.


NLP-CIMAT at PoliticEs 2022: PolitiBETO, a Domain-Adapted Transformer for Multi-class Political Author Profiling

To cite this in a publication please use the following:


# PolitiBETO: A Spanish BERT adapted to a language domain of Political Tweets

PolitiBETO is a BERT model tailored for political tasks in social media corpora. It is a Domain Adaptation on top of BETO, a pretrained BERT in Spanish.
This model is meant to be fine-tuned for downstream tasks.


NLP-CIMAT at PoliticEs 2022: PolitiBETO, a Domain-Adapted Transformer for Multi-class Political Author Profiling

To cite this in a publication please use the following:
TAGS
#transformers #pytorch #bert #fill-mask #masked-lm #es #autotrain_compatible #endpoints_compatible #region-us 
 # PolitiBETO: A Spanish BERT adapted to a language domain of Political Tweets

PolitiBETO is a BERT model tailored for political tasks in social media corpora. It is a Domain Adaptation on top of BETO, a pretrained BERT in Spanish.
This model is meant to be fine-tuned for downstream tasks.


NLP-CIMAT at PoliticEs 2022: PolitiBETO, a Domain-Adapted Transformer for Multi-class Political Author Profiling

To cite this in a publication please use the following:
passage: TAGS
#transformers #pytorch #bert #fill-mask #masked-lm #es #autotrain_compatible #endpoints_compatible #region-us 
# PolitiBETO: A Spanish BERT adapted to a language domain of Political Tweets

PolitiBETO is a BERT model tailored for political tasks in social media corpora. It is a Domain Adaptation on top of BETO, a pretrained BERT in Spanish.
This model is meant to be fine-tuned for downstream tasks.


NLP-CIMAT at PoliticEs 2022: PolitiBETO, a Domain-Adapted Transformer for Multi-class Political Author Profiling

To cite this in a publication please use the following: