Device and method for artificial intelligence reasoning based on language model
AssigneeElectronics and Telecommunications Research Institute
InventorYoung-Ae Seo
Life of this patent
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Abstract
Provided are a device and method for artificial intelligence (AI) reasoning based on a language model. The method for AI reasoning based on a language model includes generating a question core summary by inputting a natural language question to a language model, decomposing the natural language question into sub-questions using a reasoning model on the basis of the question core summary and the natural language question, obtaining an answer to the natural language question by solving the sub-questions and synthesizing solutions of the sub-questions.
Claims12
A method for artificial intelligence (AI) reasoning based on a language model, the method comprising:
- inputting a natural language question to a pretrained language model to generate a question core summary;
- decomposing the natural language question into sub-questions using a reasoning model on the basis of the question core summary and the natural language question;
- and
- solving the sub-questions and synthesizing solutions of the sub-questions to obtain an answer to the natural language question.
A device for artificial intelligence (AI) reasoning based on a language model, the device comprising:
- a memory configured to store computer-readable instructions;
- and
- at least one processor configured to execute the instructions,
- wherein, when the instructions are executed, the at least one processor generates a question core summary by inputting a natural language question to a pretrained language model, decomposes the natural language question into sub-questions using a reasoning model on the basis of the question core summary and the natural language question, solves the sub-questions, and obtains an answer to the natural language question by synthesizing solutions of the sub-questions.
Dependencies are inferred from the claim text.