修改创新点

MarsRAG/MarsRAG.bbl

@@ -111,4 +111,13 @@ W.~Wu, H.~Wang, B.~Li, P.~Huang, X.~Zhao, and L.~Liang, ``Multirag: A
   retrieval augmented generation,'' in \emph{2025 IEEE 41st International
   Conference on Data Engineering (ICDE)}, 2025, pp. 3070--3083.
 
+\bibitem{Wang25Astute}
+F.~Wang, X.~Wan, R.~Sun, J.~Chen, and S.~O. Arik, ``Astute {RAG}: Overcoming
+  imperfect retrieval augmentation and knowledge conflicts for large language
+  models,'' in \emph{Proceedings of the 63rd Annual Meeting of the Association
+  for Computational Linguistics (Volume 1: Long Papers)}, W.~Che, J.~Nabende,
+  E.~Shutova, and M.~T. Pilehvar, Eds.\hskip 1em plus 0.5em minus 0.4em\relax
+  Vienna, Austria: Association for Computational Linguistics, Jul. 2025, pp.
+  30\,553--30\,571.
+
 \end{thebibliography}