Research on the construction of retrieval question and answer dataset and optimization of a two-stage retrieval model for the field of technical supervision for power systems
This paper develops an integrated technical pipeline covering structured parsing of heterogeneous multi-source technical documents, automatic compilation of domain question-and-answer corpora, dual-layer human-machine quality control, and fine-tuning of embedding and reranking dual models for domain-specific retrieval...