Method and device for generating machine language representation, equipment and storage medium
By combining the conversion and evaluation models, the semantic and grammatical errors in the conversion of natural language descriptions into machine language representation are solved, the accuracy and consistency of the representation are improved, and the proof capability of the mathematical problem prover is enhanced.
CN120806145APending Publication Date: 2025-10-17BEIJING ZITIAO NETWORK TECH CO LTD +1
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Patent Information
- Application Number
- CN202510899842.3
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- Filing Date
- 2025-06-30
- Publication Date
- 2025-10-17
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Figure CN120806145A_ABST
Abstract
The embodiment of the invention provides a method and device for generating machine language representation, equipment and a storage medium. The method comprises the following steps: converting natural language description of a question into initial machine language representation corresponding to the question by utilizing a conversion model; at least utilizing an evaluation model to generate an evaluation result for the initial machine language representation based on the natural language description, the evaluation result at least indicating consistency between the initial machine language representation and the natural language description; and determining a target machine language representation corresponding to the question based on the evaluation result and the initial machine language representation. In this way, the accuracy of converting the natural language description into the machine language representation can be improved.
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