Model construction method, scoring method, searching method, system, device, product and storage medium

Abstract

The embodiment of the invention relates to the technical field of artificial intelligence, and provides a model construction method, a scoring method, a searching method, a system, equipment, a product and a storage medium, and the model construction method comprises the steps: obtaining a training sample set; the training sample comprises a query word sample, a recommendation object text comprising a recommendation object name and a recommendation object modifier, and a correct score text representing a correlation score between the query word sample and the recommendation object text; obtaining prompt content including the query word sample, the recommendation object text and the thinking chain prompt text; the prompt content is input into a preset language model, so that the language model conducts reasoning based on the thinking chain, and training is conducted based on the difference between a predicted score text and the correct score text after the predicted score text of the correlation score between the query word sample and the recommendation object text is predicted. The language model constructed by the embodiment of the invention can output accurate correlation scores.

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