ANNOTATED TEXT DATA EXPANDING METHOD, ANNOTATED TEXT DATA EXPANDING COMPUTER-READABLE STORAGE MEDIUM, ANNOTATED TEXT DATA EXPANDING DEVICE, AND TEXT CLASSIFICATION MODEL TRAINING METHOD
First Claim
1. A method for expanding annotated text data, the method comprising:
- inputting, by an input device, the annotated text data including a first text appended with a first annotation label to a prediction complementary model; and
creating, by one or more processors, new annotated text data by the prediction complementary model, with reference to the first annotation label and context of the first text.
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Abstract
The present disclosure provides an annotated text data expanding method capable of obtaining a large amount of annotated text data, which is not inconsistent with an annotation label and is not unnatural as a text, by mechanically expanding a small amount of annotated text data through a natural language processing. The annotated text data expanding method includes inputting, by an input device, the annotated text data including a first text appended with a first annotation label to a prediction complementary model. New annotated text data is created by one or more processors by the prediction complementary model, with reference to the first annotation label and context of the first text.
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Citations
19 Claims
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1. A method for expanding annotated text data, the method comprising:
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inputting, by an input device, the annotated text data including a first text appended with a first annotation label to a prediction complementary model; and creating, by one or more processors, new annotated text data by the prediction complementary model, with reference to the first annotation label and context of the first text. - View Dependent Claims (2, 3, 4, 5, 6, 7, 16, 17, 18, 19)
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8. A non-transitory computer readable storage medium storing a program for expanding annotated text data, the program, when executed by one or more processors, causing the one or more processors to perform an expansion of the annotated text data,
wherein the program causes the one or more processors to: -
input the annotated text data including a first text appended with a first annotation label to a prediction complementary model; and create new annotated text data by the prediction complementary model, with reference to the first annotation label and context of the first text.
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9. A device for expanding annotated text data, the device comprising:
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a storage configured to store a prediction complementary model; an input device configured to input the annotated text data including a first text appended with a first annotation label; and one or more processors coupled to the storage and the input device and configured to perform arithmetic processings of creating new annotated text data by the prediction complementary model, with reference to the first annotation label and context of the first text. - View Dependent Claims (10, 11, 12, 13, 14, 15)
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Specification