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龙澳
2026-04-08 17:21:29 +08:00
parent e8c942d293
commit e0b8c89e73
9 changed files with 304 additions and 174 deletions
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MarsRAG/MarsRAG.aux
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@@ -51,31 +51,43 @@
\newlabel{equ:conflict detection}{{17}{5}}
\newlabel{equ:explainable conflict}{{18}{5}}
\@writefile{lot}{\contentsline {table}{\numberline {I}{\ignorespaces Physics-Informed Conflict Triage Categories}}{6}{}\protected@file@percent }
\newlabel{table_conflict_triage}{{I}{6}}
\newlabel{table:conflict_triage}{{I}{6}}
\newlabel{equ:conflict classification feature vector}{{19}{6}}
\newlabel{equ:conflict classification}{{20}{6}}
\newlabel{equ:conflict classification}{{21}{6}}
\newlabel{equ:conflict recalibration}{{21}{6}}
\newlabel{equ:Anti-Over-Smoothing Guarantee}{{22}{6}}
\@writefile{toc}{\contentsline {subsection}{\numberline {\mbox {III-E}}AreoRAG Prompting}{6}{}\protected@file@percent }
\newlabel{sec:prompt}{{\mbox {III-E}}{6}}
\@writefile{loa}{\contentsline {algorithm}{\numberline {1}{\ignorespaces AreoRAG Prompting (ARP)}}{6}{}\protected@file@percent }
\newlabel{alg:arp}{{1}{6}}
\citation{yang18hotpotqa}
\citation{ho202WikiMultiHopQA}
\citation{Wu25MultiRAG}
\@writefile{toc}{\contentsline {section}{\numberline {IV}Experiments}{7}{}\protected@file@percent }
\@writefile{lot}{\contentsline {table}{\numberline {II}{\ignorespaces Statistics of the Planetary Datasets}}{7}{}\protected@file@percent }
\newlabel{table_planetary_datasets}{{II}{7}}
\@writefile{toc}{\contentsline {subsection}{\numberline {\mbox {IV-A}}Experimental Settings}{7}{}\protected@file@percent }
\citation{Lewis20RAG}
\citation{Harsh23IRCoT}
\citation{Chan24RQRAG}
\citation{Wu25MultiRAG}
\citation{luo25hyperrag}
\citation{lien26hyperrag}
\citation{liu26truthfulrag}
\citation{Zhou24MetaRAG}
\citation{Wu25MultiRAG}
\@writefile{lot}{\contentsline {table}{\numberline {II}{\ignorespaces Statistics of the Planetary Datasets}}{8}{}\protected@file@percent }
\newlabel{table:planetary_datasets}{{II}{8}}
\@writefile{toc}{\contentsline {subsection}{\numberline {\mbox {IV-B}}Overall Retrieval and QA Performance (Q1)}{8}{}\protected@file@percent }
\@writefile{lot}{\contentsline {table}{\numberline {III}{\ignorespaces Comparison with Baseline Methods on Planetary and General QA Datasets}}{9}{}\protected@file@percent }
\newlabel{table_comparison}{{III}{9}}
\newlabel{table:comparison_QA}{{III}{9}}
\@writefile{toc}{\contentsline {subsection}{\numberline {\mbox {IV-C}}Robustness Under Spatial Sparsity and Conflict Intensity (Q2)}{9}{}\protected@file@percent }
\@writefile{toc}{\contentsline {subsection}{\numberline {\mbox {IV-D}}Ablation Study (Q3)}{9}{}\protected@file@percent }
\@writefile{lot}{\contentsline {table}{\numberline {IV}{\ignorespaces Ablation Experiments of HySH and PICT Modules}}{10}{}\protected@file@percent }
\newlabel{table_ablation}{{IV}{10}}
\newlabel{table:ablation}{{IV}{10}}
\@writefile{lot}{\contentsline {table}{\numberline {V}{\ignorespaces Conflict Handling Performance on MarsConflict-50}}{10}{}\protected@file@percent }
\newlabel{table_conflict}{{V}{10}}
\newlabel{table:conflict}{{V}{10}}
\@writefile{toc}{\contentsline {subsection}{\numberline {\mbox {IV-E}}Conflict Preservation Evaluation (Q4)}{10}{}\protected@file@percent }
\@writefile{lot}{\contentsline {table}{\numberline {VI}{\ignorespaces Time Cost Analysis Across Modules}}{10}{}\protected@file@percent }
\newlabel{table_time_cost}{{VI}{10}}
\newlabel{table:time_cost}{{VI}{10}}
\@writefile{toc}{\contentsline {subsection}{\numberline {\mbox {IV-F}}Efficiency Analysis (Q5)}{10}{}\protected@file@percent }
\@writefile{toc}{\contentsline {subsection}{\numberline {\mbox {IV-G}}Case Study}{10}{}\protected@file@percent }
\@writefile{toc}{\contentsline {subsection}{\numberline {\mbox {IV-H}}Limitations}{11}{}\protected@file@percent }
@@ -105,4 +117,9 @@
\bibcite{liu26truthfulrag}{15}
\bibcite{tang26diagnosing}{16}
\bibcite{Li25SubGraphRAG}{17}
\bibcite{yang18hotpotqa}{18}
\bibcite{ho202WikiMultiHopQA}{19}
\bibcite{Harsh23IRCoT}{20}
\bibcite{Chan24RQRAG}{21}
\bibcite{Zhou24MetaRAG}{22}
\gdef \@abspage@last{14}