Jingu Kim

Corpus Quality Improves, Retrieval Utility Does Not: An Ablation of Preprocessing and Refinement in a Speech-to-QA Pipeline

This work ablate a production pipeline that turns conference speech into question-answer pairs, and finds that more than a third of its pairs carry knowledge that neither of two frontier models produces on its own.