作者位次 #9/13ACL 2026Poster· Natural Language Processing
W eb A ggregator: Enhancing Compositional Reasoning Capabilities of Deep Research Agent Foundation Models
Rui Wang · Ce Zhang · Jun-Yu Ma · Jianshu Zhang · Hongru WANG · Yi Chen · Boyang XUE · Tianqing Fang · Zhisong Zhang · Hongming Zhang · Haitao Mi · Dong Yu · Kam-Fai Wong
摘要
The hallmark of Deep Research agents lies in compositional reasoning, the capacity to aggregate distributed, heterogeneous information into coherent logical insights. However, current agentic systems are often retrieval-heavy but reasoning-light, where success is predominantly determined by simpl...