Author

Wentao Zhang

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#artificial intelligence Review Oct 2026

FilingLoop: Evaluating and Evolving LLM Agents for Corporate Disclosure Review and Revision

FilingLoop connects the concerns an agent discovers with the company facts it obtains and the revisions it commits, providing requirement-level feedback for procedures used in later review tasks, and couples iterative review and revision within each case with procedural learning across cases.

Wen-Tao Zhang, Yi-Lei Zhao, Guang-Yan Gan et al. · 0 citations

#machine learning Apr 2026

Unlocking the Forecasting Economy: A Suite of Datasets for the Full Lifecycle of Prediction Market: [Experiments \& Analysis]

This work describes the data model, collection pipeline, and consistency mechanisms that make the datasets reproducible and extensible of decentralized prediction markets reproducible and extensible, and demonstrates its utility for multiple communities through NBA outcome calibration for sport traders, CPI expectation...

Huai-Yu Jia, Luofeng Zhou, Wentao Zhang et al. · arXiv.org · 5 citations