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# roberta-base-biomedical-clinical-es for QA
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This model is a fine-tuned version of [PlanTL-GOB-ES/roberta-base-biomedical-clinical-es](https://huggingface.co/PlanTL-GOB-ES/roberta-base-biomedical-clinical-es) on the [squad_es (v2)](https://huggingface.co/datasets/squad_es) training dataset.
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## Team
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Santiago Maximo: [smaximo](https://huggingface.co/smaximo)
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# roberta-base-biomedical-clinical-es for QA
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This model was trained as part of the "Extractive QA Biomedicine" proyect developed during the 2022 [Hackathon](https://somosnlp.org/hackathon) orgnized by SOMOS NLP.
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## Motivation
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Taking into account the existence of masked language models trained on Spanish Biomedical corpus, the objective of this project is to use them to generate extractice QA models for Biomedicine and compare their effectiveness with general masked language models.
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## Description
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This model is a fine-tuned version of [PlanTL-GOB-ES/roberta-base-biomedical-clinical-es](https://huggingface.co/PlanTL-GOB-ES/roberta-base-biomedical-clinical-es) on the [squad_es (v2)](https://huggingface.co/datasets/squad_es) training dataset.
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```
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|Model |Base Model Domain|exact |f1 |HasAns_exact|HasAns_f1|NoAns_exact|NoAns_f1|
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|--------------------------------------------------------------|-----------------|-------|-------|------------|---------|-----------|--------|
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|hackathon-pln-es/roberta-base-bne-squad2-es |General |67.6341|75.6988|53.7367 |70.0526 |81.2174 |81.2174 |
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|hackathon-pln-es/roberta-base-biomedical-clinical-es-squad2-es|Biomedical |66.8426|75.2346|53.0249 |70.0031 |80.3478 |80.3478 |
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|hackathon-pln-es/roberta-base-biomedical-es-squad2-es |Biomedical |67.6341|74.5612|47.6868 |61.7012 |87.1304 | 87.1304|
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|hackathon-pln-es/biomedtra-small-es-squad2-es |Biomedical |29.6394|36.317 |32.2064 |45.716 |27.1304 |27.1304 |
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## Team
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Santiago Maximo: [smaximo](https://huggingface.co/smaximo)
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