Systems for adapting language models using user-influenced data generation
OwnerPeter J. Sweeney, Mathew Whitney Wilson +2inventors
InventorsPeter J. Sweeney, Mathew Whitney Wilson, Jimmy Lin, Harold Scott Smith
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Abstract
There is a method for adapting a language model to represent the intentions of a user. The method includes receiving, from the user, a user input including user data of a request for a language model, analyzing the intentions of the user based on the user input and user data, generating user-influenced data reflective of the analyzed intentions of the user, adapting the language model based on the user-influenced data by at least one adaptation method, and generating an output from the adapted language model.
Claims27
A method for adapting a language model to represent the intentions of a user, the method comprising:
- receiving, from the user, a user input including user data of a request for a language model;
- analyzing the intentions of the user based on the user input and user data;
- generating user-influenced data reflective of the analyzed intentions of the user;
- adapting the language model based on the user-influenced data by at least one adaptation method;
- and
- generating an output from the adapted language model.
A device for adapting a language model to represent the intentions of a user, the device comprising:
- a network interface;
- a processor;
- a non-transitory memory having stored thereon computer executable instructions which, when executed by the processor, configure the device to:
- receive a user input including user data of a request for a language model;
- analyze the intentions of the user based on the user input and user data;
- generate user-influenced data reflective of the analyzed intentions of the user;
- adapt the language model based on the user-influenced data by at least one adaptation method;
- and
- generate an output from the adapted language model.
A system for adapting a language model to represent the intentions of a user, the system comprising:
- at least one processor and at least one non-transitory memory storing instructions for execution by the at least one processor to implement:
- a user input device configured to provide a user input to a computing engine;
- the computing engine configured to:
- receive the user input including user data of a request for a language model;
- analyze the intentions of the user based on the user input and user data;
- generate user-influenced data reflective of the analyzed intentions of the user;
- adapt the language model based on the user-influenced data by at least one adaptation method;
- and
- generate an output from the adapted language model.
Dependencies are inferred from the claim text.