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--- |
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license: cc-by-4.0 |
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language: |
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- en |
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- es |
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- fr |
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- it |
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tags: |
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- casimedicos |
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- explainability |
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- medical exams |
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- multilinguality |
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- LLMs |
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- LLM |
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pretty_name: casimedicos-exp |
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configs: |
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- config_name: en |
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data_files: |
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- split: train |
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path: |
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- data/en/en_train_casimedicos.jsonl |
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- split: validation |
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path: |
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- data/en/en_dev_casimedicos.jsonl |
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- split: test |
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path: |
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- data/en/en_test_casimedicos.jsonl |
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- config_name: es |
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data_files: |
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- split: train |
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path: |
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- data/es/es_train_casimedicos.jsonl |
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- split: validation |
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path: |
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- data/es/es_dev_casimedicos.jsonl |
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- split: test |
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path: |
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- data/es/es_test_casimedicos.jsonl |
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- config_name: fr |
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data_files: |
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- split: train |
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path: |
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- data/fr/fr_train_casimedicos.jsonl |
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- split: validation |
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path: |
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- data/fr/fr_dev_casimedicos.jsonl |
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- split: test |
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path: |
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- data/fr/fr_test_casimedicos.jsonl |
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- config_name: it |
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data_files: |
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- split: train |
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path: |
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- data/it/it_train_casimedicos.jsonl |
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- split: validation |
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path: |
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- data/it/it_dev_casimedicos.jsonl |
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- split: test |
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path: |
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- data/it/it_test_casimedicos.jsonl |
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task_categories: |
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- text-generation |
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- question-answering |
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size_categories: |
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- 1K<n<10K |
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--- |
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<p align="center"> |
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<br> |
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<img src="http://www.ixa.eus/sites/default/files/anitdote.png" style="height: 250px;"> |
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<br> |
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# CasiMedicos-exp: Annotating of Possible Answers Explanations in Resident Medical Exams |
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We present a new multilingual medical dataset which, in contrast to previous work, includes not only explanatory arguments |
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for the correct answer but also arguments to explain why the remaining possible answers are incorrect. |
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The data source for our new dataset consists of the Resident Medical Intern exams, or Médico Interno Residente (MIR), originally |
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created by [CasiMedicos](https://www.casimedicos.com), a Spanish community of medical professionals who collaboratively, voluntarily, |
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and free of charge, publishes written explanations about the possible answers included in the MIR exams. The aim is to generate a resource that |
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helps future medical doctors to study towards the MIR examinations. The commented MIR exams, including the explanations, are published in the [CasiMedicos |
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Project MIR 2.0 website](https://www.casimedicos.com/mir-2-0/). |
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We have extracted, clean and annotated the available data so that each document includes the clinical case, the correct answer, the multiple-choice questions and |
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the annotated explanations written by native Spanish medical doctors. |
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From the original Spanish version, we have generated **casimedicos-exp**, a multilingual dataset in 4 languages: **English, French, Italian and Spanish**. |
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<table style="width:33%"> |
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<tr> |
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<th>casimedicos-exp splits</th> |
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<tr> |
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<td>train</td> |
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<td>434</td> |
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</tr> |
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<tr> |
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<td>validation</td> |
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<td>63</td> |
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</tr> |
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<tr> |
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<td>test</td> |
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<td>125</td> |
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</tr> |
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</table> |
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- 📖 Paper: [Explanatory Argument Extraction of Correct Answers in Resident Medical Exams](https://arxiv.org/abs/2312.00567) In ArXiv 2023. |
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- 💻 Github Repo (Data and Code): [https://github.com/ixa-ehu/antidote-casimedicos](https://github.com/ixa-ehu/antidote-casimedicos) |
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- 🌐 Project Website: [https://univ-cotedazur.eu/antidote](https://univ-cotedazur.eu/antidote) |
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- Funding: CHIST-ERA XAI 2019 call. Antidote (PCI2020-120717-2) funded by MCIN/AEI /10.13039/501100011033 and by European Union NextGenerationEU/PRTR |
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## Example |
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<p align="center"> |
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<img src="https://github.com/ixa-ehu/antidote-casimedicos/blob/main/casimedicos-exp.png?raw=true" style="height: 650px;"> |
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</p> |
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## Data Explanation |
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If you use casimedicos-exp please **cite the following paper**: |
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## Citation |
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```bibtex |
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@misc{goenaga2023explanatory, |
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title={Explanatory Argument Extraction of Correct Answers in Resident Medical Exams}, |
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author={Iakes Goenaga and Aitziber Atutxa and Koldo Gojenola and Maite Oronoz and Rodrigo Agerri}, |
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year={2023}, |
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eprint={2312.00567}, |
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archivePrefix={arXiv} |
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} |
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``` |
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**Contact**: [Rodrigo Agerri](https://ragerri.github.io/) |
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HiTZ Center - Ixa, University of the Basque Country UPV/EHU |