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Author

Qun Liu

Papers that credit Qun Liu in their source bylines. Matching names may refer to different researchers.

1 results

PaperNLP & Language
Strong models can review agent steps instead of writing each
SpecAgent has a larger model review grounded tool drafts, matching Strong-only success on tested Airline tasks while using less estimated memory traffic.
Added to Chiosa Oct 16, 2026
#cost-performance #correctness-gating #action-grounded-traces

Qun Liu

Strong models can review agent steps instead of writing each