المفاهيم الأساسية
QueryAgent introduces a reliable and efficient reasoning framework for KBQA, outperforming existing few-shot methods by leveraging stepwise self-correction with ERASER.
الإحصائيات
実験結果は、QueryAgentがGrailQAとGraphQで7.0および15.0のF1スコアで以前のfew-shot方法を優越していることを示しています。
اقتباسات
"Experimental results demonstrate that QueryAgent notably outperforms all previous few-shot methods using only one example on GrailQA and GraphQ by 7.0 and 15.0 F1."