RUN_AS_va

Table of Contents

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• Model description
• Training
• Evaluation
• Additional information

Model description

News classification model in Reliable or Unreliable. This model has been obtained by fine-tuning the RoBERTa language model in Catalan (https://huggingface.co/PlanTL-GOB-ES/roberta-base-ca).

Training

We train this model with an automatic translation of RUN_AS dataset (https://github.com/rsepulveda911112/NewsReliabilityAnnotation/tree/main).

Evaluation

Results:

F_1-macro	F_1 Unreliable	F_1 Reliable
0.791	0.833	0.75

Additional information

Author

The model has been developed by the Language and Information Systems Group (GPLSI) and the Centro de Inteligencia Digital (CENID), both part of the University of Alicante (UA), as part of their ongoing research in Natural Language Processing (NLP).

Contact

For further information, please send an email to GPLSI

License

Apache License 2.0

Funding

This work is funded by the Ministerio para la Transformación Digital y de la Función Pública - Funded by EU – NextGenerationEU within the framework of ILENIA-VIVES project with reference 2022/TL22/00215334.

Disclaimer

The model published in this repository is intended for a generalist purpose and is available to third parties under a permissive Apache License, Version 2.0.

Be aware that the model may have biases and/or any other undesirable distortions.

When third parties deploy or provide systems and/or services to other parties using this model (or any system based on it) or become users of the model, they should note that it is their responsibility to mitigate the risks arising from its use and, in any event, to comply with applicable regulations, including regulations regarding the use of Artificial Intelligence.

In no event shall the owner and creator of the model (GPLSI) be liable for any results arising from the use made by third parties.

Reference

@misc{gplsi-RUN_AS_va,
  author       = {Sepúlveda-Torres, Robiert and Bonet-Jover, Alba and Saquete, Estela and Martínez-Barco, Patricio  and Gutierrez, Yoan and Abreu Salas, José Ignacio and Lloret, Elena and Montoyo, Andrés and Muñoz-Guillena and Palomar, Manuel},
  title        = {RUN_AS_va},
  institution  = {Language and Information Systems Group (GPLSI) and Centro de Inteligencia Digital (CENID), University of Alicante (UA)},
  howpublished = {\url{https://huggingface.co/gplsi/RUN_AS_va}},
  note         = {Accessed: 2026-10-14}
}