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  RoBERTa-base with additional training through the finetuning pipeline described in "Extracting Seizure Frequency From Epilepsy Clinic Notes: A Machine Reading Approach To Natural Language Processing. (To be updated upon publication)"
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- RoBERTa_for_seizureFrequency_QA performs extractive question answering to identify a patient's seizure freedom and/or date of last seizure using the HPI and/or Interval History paragraphs from a medical note.
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- ---
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- language:
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- - en
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- tags:
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- - Extractive Question Answering
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- - Electronic Medical Records
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- datasets:
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- - SQuAD2.0
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- metrics:
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- - Exact Match
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- - F1
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- ---
 
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  RoBERTa-base with additional training through the finetuning pipeline described in "Extracting Seizure Frequency From Epilepsy Clinic Notes: A Machine Reading Approach To Natural Language Processing. (To be updated upon publication)"
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+ RoBERTa_for_seizureFrequency_QA performs extractive question answering to identify a patient's seizure freedom and/or date of last seizure using the HPI and/or Interval History paragraphs from a medical note.