Qian-Mai Luo

A Structured Retrieval Augmented Large Language Model Framework for Automated Engineering Technical Bid Evaluation

In the construction sector, technical bid evaluation is crucial for maintaining equity, evaluating contractor capabilities, and allocating resources efficiently. However, traditional methods rely heavily on manual expert review, which can introduce subjective biases and efficiency bottlenecks. While the existing litera...