作者位次 #5/12ACL 2026Findings· Findings of ACL
D eep S ynth-Eval: Objectively Evaluating Information Consolidation in Deep Survey Writing
Hongzhi Zhang · Yuanze Hu · Tinghai Zhang · Jia Fu · Tao Wang · Junwei Jing · Zhaoxin Fan · Wei BI · Ruiming Tang (Huawei Noah' · Han Li · Guorui Zhou · Kun Gai
摘要
The evolution of Large Language Models (LLMs) towards autonomous agents has catalyzed progress in Deep Research. While retrieval capabilities are well-benchmarked, the post-retrieval synthesis stage—where agents must digest massive amounts of context and consolidate fragmented evidence into coher...