3 papers
cs.CL2025
Knowledge Graph-Guided Multi-Agent Distillation for Reliable Industrial Question Answering with Datasets
Jiqun Pan, Zhenke Duan, Jiani Tu +2
Industrial question-answering (QA) systems require higher safety and reliability than general-purpose dialogue models, as errors in high-risk scenarios such as equipment fault diag…
eess.SP2025
MENGLAN: Multiscale Enhanced Nonparametric Gas Analyzer with Lightweight Architecture and Networks
Zhenke Duan, Jiqun Pan, Jiani Tu
Accurate detection of ethylene concentrations in mixed gases is crucial in chemical production for safety and health purposes. Traditional methods are hindered by high cost and com…
cs.CL2025
ECCoT: A Framework for Enhancing Effective Cognition via Chain of Thought in Large Language Model
Zhenke Duan, Jiqun Pan, Jiani Tu +2
In the era of large-scale artificial intelligence, Large Language Models (LLMs) have made significant strides in natural language processing. However, they often lack transparency…