Author

Ke-wei Huang

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#natural language process... Review Aug 2026

DelistBench: Evaluating Search-Enabled LLMs for Auditable Corporate-Event Database Completion

This work introduces Search-to-Record, a database-assurance task in which search-enabled large language models reconstruct institution-defined event records from public sources for a known security universe and historical cutoff, and DelistBench, a 1,200-record benchmark for security-level delisting announcements.

Xuan Yao, Shu-Ping Li, Yang Dai et al. · 0 citations

Preprint Aug 2026

FinDeepIndicator: Benchmarking Deep Research Agents in End-to-End Financial Indicator Construction

FinDeepIndicator is proposed, the first benchmark dedicated to evaluating Deep Research agents in end-to-end financial indicator construction, and covers fundamental, technical, and macroeconomic indicators organized into 21 fine-grained sub-categories.

Chaoqun Yang, Fengbin Zhu, Xinyu Lin et al. · 0 citations