Information processing device

Abstract

Improve the technology for learning text about structured data. [Solution] The information processing device acquires structured data having items and data elements belonging to the items, and textual information including a description of the structured data. It determines whether the description includes a description of the item, and outputs a question to the user regarding the target item, which is determined not to include a description. The first user response to the question is acquired as training data for a language model that outputs an answer when an inquiry about structured data is input, and the language model is updated to adapt to the training data.

Claims

1. Obtain structured data having at least one item and data elements belonging to the at least one item, and textual information including a description of the structured data. Determine whether the above description includes a description of at least one of the above items, Questions regarding the target item, which is determined not to include the above explanation, will be output to at least one user. The first user response to the aforementioned question is acquired as training data for a language model that outputs a response when a query regarding the structured data is input. An information processing device comprising a control unit that updates the language model to adapt to the aforementioned training data.

2. An information processing apparatus according to claim 1, The control unit is an information processing device that, if the description does not contain an explanation of the unit of at least one item, outputs a question about the unit to at least one user as the question.

3. An information processing apparatus according to claim 1 or 2, The aforementioned at least one item is multiple items, The control unit is an information processing device that, if the explanatory text does not contain an explanation of the relationships between the multiple items, outputs a question regarding the relationships between the items to at least one user.

4. An information processing apparatus according to claim 1 or 2, The aforementioned at least one user is multiple users, The control unit obtains the first user response from each of the plurality of users, An information processing device that identifies a first user response common to the aforementioned multiple users as a first common user response, and updates the language model using the first common user response.

5. An information processing apparatus according to claim 1 or 2, The control unit, After updating the language model, a question about the target item is input to the language model, and the model response, which is the answer output by the language model, is obtained. The aforementioned model response is output to the user. A second user response that modifies the aforementioned model response is obtained as additional training data. An information processing device that further updates the language model using the second user response.

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