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Yao Shi

3 accepted papers

2025

EducationQ: Evaluating LLMs’ Teaching Capabilities Through Multi-Agent Dialogue Framework

ACL 2025long

Large Language Models (LLMs) increasingly serve as educational tools, yet evaluating their teaching capabilities remains challenging due to the resource-intensive, context-dependent, and methodologically complex nature of teacher-student interactions. We introduce EducationQ, a multi-agent dialogue…

2025

Time Travel is Cheating: Going Live with DeepFund for Real-Time Fund Investment Benchmarking

NeurIPS 2025poster

Large Language Models (LLMs) have demonstrated notable capabilities across financial tasks, including financial report summarization, earnings call transcript analysis, and asset classification. However, their real-world effectiveness in managing complex fund investment remains inadequately assessed…

Cited by 0SourcecodeScholar
2023

A Hybrid Deep Neural Network for Nonlinear Causality Analysis in Complex Industrial Control System

ICASSP 2023accepted

It is important to efficiently and accurately locate the fault root cause to maintain the control performance, when the industrial control system fails. However, this task is very challenging because the industrial control system is large in scale and complex in connection. This paper proposes a nov…

Cited by 0SourceScholar