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Retrieval & EmbeddingsMedium· Evaluation· Data Quality· InPars

What is the first thing to check when a bootstrapped re...

Before assuming the model is too small or the data volume is insufficient, investigate the quality of the few-shot exemplars. If the examples pulled from a public IR dataset are poor, the model will imitate low-quality patterns. Checking whether the source material is actually high-quality is the most critical first step in debugging an underperforming retriever.

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