Data processing method and device, storage medium and equipment
A data processing and data technology, applied in the field of data processing, can solve problems such as high cost, limited question and answer data, and inability to provide more question and answer models, and achieve the effect of improving accuracy and generalization accuracy.
Pending Publication Date: 2022-04-08
TENCENT TECH (SHENZHEN) CO LTD
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Problems solved by technology
[0003] At present, it is necessary to manually construct question and answer corpus. Due to the combination of languages, a large amount of cost is required, and the efficiency of manual processing is relatively low and the constructed question and answer data is limited. As a result, it is not possible to provide more corpus for training the question and answer model. , which leads to a lower accuracy of the question answering model
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[0112] The technical solutions in the embodiments of the present application will be clearly and completely described below with reference to the drawings in the embodiments of the present application. Obviously, the described embodiments are only a part of the embodiments of the present application, but not all of the embodiments. Based on the embodiments in the present application, all other embodiments obtained by those of ordinary skill in the art without creative work fall within the protection scope of the present application.
[0113] Artificial intelligence (AI) is a theory, method, technology and application system that uses digital computers or machines controlled by digital computers to simulate, extend and expand human intelligence, perceive the environment, acquire knowledge and use knowledge to obtain the best results. In other words, artificial intelligence is a comprehensive technique of computer science that attempts to understand the essence of intelligence an...
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The embodiment of the invention discloses a data processing method and device, a storage medium and equipment. The data processing method and device can be applied to the technical field of artificial intelligence. The method comprises the following steps: acquiring original query data, and original annotation interpretation information and a data type of the original query data; selecting a target generalization mode of the original query data according to the data type; generalizing the original query data by adopting a target generalization mode to obtain similar query data; determining the original annotation interpretation information as similar annotation interpretation information of similar query data; and adopting the similar query data, the similar annotation explanation information, the original annotation explanation information and the original query data to adjust the candidate question and answer service model to obtain a target question and answer service model. According to the method and the device, the similar query data of the original query data can be quickly and accurately determined, more training data is provided for the candidate question and answer service model, and the accuracy of the target question and answer service model is further improved.
Description
technical field [0001] The present application relates to the technical field of data processing, and in particular, to a data processing method, apparatus, storage medium and device. Background technique [0002] With the development of human-computer interaction technology, more and more intelligent products based on human-computer interaction technology have emerged, such as chat robots. During the construction of these Q&A intelligent products, a large amount of Q&A corpus is needed to train the Q&A model, so that the Q&A model has intelligent business processing capabilities. [0003] At present, it is necessary to construct the question and answer corpus manually. Due to the many combinations of languages, a lot of cost is required, and the manual processing efficiency is relatively low and the constructed question and answer data is limited, so that more corpus cannot be provided for training the question and answer model. , which in turn leads to lower accuracy of t...
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IPC IPC(8): G06F16/332G06F16/33G06F16/35G06F40/194G06F40/30G06F40/58
Inventor 周辉阳
Owner TENCENT TECH (SHENZHEN) CO LTD