BriefGPT.xyz
Dec, 2023
XAIQA:用于提取式问答的基于解释器的数据增强
XAIQA: Explainer-Based Data Augmentation for Extractive Question Answering
HTML
PDF
Joel Stremmel, Ardavan Saeedi, Hamid Hassanzadeh, Sanjit Batra, Jeffrey Hertzberg...
TL;DR
使用医疗记录自然可用的数据,XAIQA通过分类模型解释器生成大规模的合成问答对,提升了GPT-4作为抽取式问答模型的性能。
Abstract
extractive question answering
(QA) systems can enable physicians and researchers to query
medical records
, a foundational capability for designing clinical studies and understanding patient medical history. Howev
→