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cs.CL2026
QO-Bench: Diagnosing Query-Operator-Preserving Retrieval over Typed Event Tuples
Mengao Zhang, Xiang Yang, Chang Liu +2
Many real-world questions over business, legal, and scientific corpora are natural-language versions of database-style queries over records latent in text. Existing retrieval-augme…
cs.CL2025
FinDeepResearch: Evaluating Deep Research Agents in Rigorous Financial Analysis
Fengbin Zhu, Xiang Yao Ng, Ziyang Liu +19
Deep Research (DR) agents, powered by advanced Large Language Models (LLMs), have recently garnered increasing attention for their capability in conducting complex research tasks.…