Natural language generation method and device, equipment, medium and product

Abstract

The embodiment of the invention provides a natural language generation method and device, equipment, a medium and a product, and the method comprises the steps: carrying out the classification of a plurality of candidate fields in candidate text data through employing a preset discrimination neural network model, so as to determine a plurality of target fields matched with each preset language generation neural network model. And then generating corresponding candidate natural language statements by adopting each preset language generation neural network model and the matched target text data, and inputting a plurality of candidate natural language statements into a preset coordination neural network model to output a target natural language statement with the highest comprehensive score. Therefore, the problem that the natural language generated by a natural language generation mode based on a neural network is low in quality is solved.

Description

technical field [0001] The embodiments of the present invention relate to the technical field of human-computer interaction, and in particular, to a natural language generation method, device, equipment, medium and product. Background technique [0002] The research on human-computer voice interaction system has expanded from the field of scientific research to various terminal manufacturing fields such as smart TV, car navigation, smart speakers, etc. In addition to the speech recognition and text-to-speech modules, the voice interaction system needs to have the following four key capabilities: natural language understanding, dialogue state tracking, dialogue strategy learning, and natural language generation. Among them, the natural language generation module needs to convert specific semantic information into sentences in the form of natural language that users are accustomed to. [0003] The traditional natural language generation method based on rule templates is gradu...

AI Technical Summary

Problems solved by technology

[0005] The present invention provides a natural language generation method, device, equipment, medium and product to solve the problem of low quality of natural language generated by neural network-based natural language generation methods

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