Publications

Junhao Chen, Yu Huang, Siyuan LI, Rui Yao, Hanqian Li, Hanyu Zhang, Jungang Li, Jian Chen, Bowen Wang, Xuming Hu (2025). KnowMT-Bench: Benchmarking Knowledge-Intensive Long-Form Question Answering in Multi-Turn Dialogues. In arXiv.
PDF Cite Code Dataset DOI ArXiv
Rui Yao, Qi Chai, Jinhai Yao, Siyuan LI, Junhao Chen, Qi Zhang, Hao Wang (2025). Interpreting Fedspeak with Confidence: A LLM-Based Uncertainty-Aware Framework Guided by Monetary Policy Transmission Paths. In AAAI 2026 Oral.
PDF Code ArXiv
Siyuan LI, Jian Chen, Rui Yao, Xuming Hu, Peilin Zhou, Weihua Qiu, Simin Zhang, Chucheng Dong, Zhiyao Li, Qipeng Xie, Zixuan Yuan (2025). Compliance-to-Code: Enhancing Financial Compliance Checking via Code Generation. In KDD 2026 Poster.
PDF Code Dataset ArXiv