2 citations · 5 across the 7 of their papers we have counts for
4 papers · 1 filter
ORBIT: Scalable and Verifiable Data Generation for Search Agents on a Tight Budget
Nandan Thakur, Zijian Chen, Xueguang Ma +1
Search agents, which integrate language models (LMs) with web search, are becoming crucial for answering complex user queries. Constructing training datasets for deep research task…
AgentIR: Reasoning-Aware Retrieval for Deep Research Agents
Zijian Chen, Xueguang Ma, Shengyao Zhuang +3
Deep Research agents are rapidly emerging as primary consumers of modern retrieval systems. Unlike human users who issue and refine queries without documenting their intermediate t…
BrowseComp-Plus: A More Fair and Transparent Evaluation Benchmark of Deep-Research Agent
Zijian Chen, Xueguang Ma, Shengyao Zhuang +17
Deep-Research agents, which integrate large language models (LLMs) with search tools, have shown success in improving the effectiveness of handling complex queries that require ite…
Zero-Shot ATC Coding with Large Language Models for Clinical Assessments
Zijian Chen, John-Michael Gamble, Micaela Jantzi +2
Manual assignment of Anatomical Therapeutic Chemical (ATC) codes to prescription records is a significant bottleneck in healthcare research and operations at Ontario Health and Int…