Datasets:
Tasks:
Question Answering
Languages:
Spanish
Size:
1K<n<10K
ArXiv:
Tags:
casimedicos
explainability
medical exams
medical question answering
extractive question answering
squad
License:
Update README.md
Browse files
README.md
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@@ -91,29 +91,19 @@ Furthermore, the original Spanish data has been translated to create a **paralle
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The example above shows a document in CasiMedicos containing the textual content, including Clinical Case (C), Question (Q), Possible Answers (P),
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and Explanation (E). Furthermore, for **casimedicos-squad** we annotated the span in the explanation (E) that corresponds to the correct answer (A).
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The following attributes composed **casimedicos-raw**:
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- **id**: unique doc identifier.
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- **year**: year in which the exam was published by the Spanish Ministry of Health.
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- **question_id_specific**: id given to the original exam published by the Spanish Ministry of Health.
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- **full_question**: Clinical Case (C) and Question (Q) as illustrated in the example document above.
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- **full answer**: Full commented explanation (E) as illustrated in the example document above.
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- **type**: medical speciality.
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- **options**: Possible Answers (P) as illustrated in the example document above.
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- **correct option**: solution to the exam question.
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Additionally, the following jsonl attribute was added to create **casimedicos-exp**:
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- **explanations**: for each possible answer above, manual annotation states whether:
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1. the explanation for each possible answer exists in the full comment (E) and
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2. if present, then we provide character and token offsets plus the text corresponding to the explanation for each possible answer.
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The process of manually annotating the corpus consisted of specifying where the explanations of the correct and incorrect answers begin and end.
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In order to obtain grammatically complete correct answer explanations, annotating full sentences or subordinate clauses was preferred over
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shorter spans.
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## Citation
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The example above shows a document in CasiMedicos containing the textual content, including Clinical Case (C), Question (Q), Possible Answers (P),
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and Explanation (E). Furthermore, for **casimedicos-squad** we annotated the span in the explanation (E) that corresponds to the correct answer (A).
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The process of manually annotating the corpus consisted of specifying where the explanations of the correct answers begin and end.
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In order to obtain grammatically complete correct answer explanations, annotating full sentences or subordinate clauses was preferred over
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shorter spans.
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## Data Explanation
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The dataset is structured as a list of documents ("paragraphs") where each of them include:
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- **context**: the explanation (E) in the document
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- **qas**: list of possible answers and questions. This element contains:
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- **answers**: a list of answers which corresponds to the explanation of the correct answer (A)
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- **question**: the clinical case (C) and question (Q)
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- **id**: unique identifier for the document
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## Citation
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