- Chinese Academy of SciencesCN1 paper
- City University of Hong KongHK1 paper
- City University of Hong Kong, Shenzhen Research InstituteCN1 paper
- Institute of Information EngineeringCN1 paper
- Shenzhen Technology UniversityCN1 paper
- Tsinghua UniversityCN1 paper
- University of MacauMO1 paper
- University of Science and Technology of ChinaCN1 paper
3 papers
cs.IR2026
Clarify-Then-Search: A Clarification Benchmark for Deep Search with End-to-End Nugget Restoration
Deqiang Huang, Jingbo Zhou, Xinjiang Lu +3
Deep search is brittle on underspecified user queries: missing constraints such as time, location, scope, or definitions can lead to retrieval drift and incomplete answers. We intr…
cs.AI2026
DeepResearch-9K: A Challenging Benchmark Dataset of Deep-Research Agent
Tongzhou Wu, Yuhao Wang, Xinyu Ma +4
Deep-research agents are capable of executing multi-step web exploration, targeted retrieval, and sophisticated question answering. Despite their powerful capabilities, deep-resear…
cs.AI2026
MapAgent: An Industrial-Grade Agentic Framework for City-scale Lane-level Map Generation
Deguo Xia, Zihan Li, Haochen Zhao +6
Lane-level maps are critical infrastructure for autonomous driving and lane-level navigation, yet constructing and maintaining standardized lane networks for hundreds of cities rem…