Question answer identification effect detection method, device, apparatus, and readable storage medium
A detection method and answer technology, which is applied in the computer field, can solve the problems that the recognition effect of long-tail questions cannot be effectively paid attention to, and the recognition effect of questions and answers can be monitored in a centralized manner.
Active Publication Date: 2019-01-25
ADVANCED NEW TECH CO LTD
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Problems solved by technology
The main purpose of the solution of the related technology is to discover the problems that users describe concentratedly, but there is no centralized monitoring of the recognition effect of the question and answer, which leads to the failure of effective attention to the recognition effect of the question and answer of the long-tail question
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[0028] In order to enable those skilled in the art to better understand the solutions of the present disclosure, the following will clearly and completely describe the technical solutions in the exemplary embodiments of the present disclosure with reference to the accompanying drawings in the exemplary embodiments of the present disclosure.
[0029] In some processes described in the specification and claims of the present disclosure and the descriptions in the above drawings, a plurality of operations appearing in a specific order are included, but it should be clearly understood that these operations may not be performed in the order in which they appear herein Execution or parallel execution, the serial numbers of the operations, such as 101, 102, etc., are only used to distinguish different operations, and the serial numbers themselves do not represent any execution order. Additionally, these processes can include more or fewer operations, and these operations can be perfor...
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Embodiments of the present disclosure provide a question answer identification effect detection method, device, apparatus, and readable storage medium. The method comprises the following steps: acquiring a hot word set including hot words according to the original data of the user's questioning; sorting and screening hot words in the hot word set to determine hot questions, and associating the hotwords with user feedback and answer information to obtain an answer distribution associated with the hot words, and obtaining hot words associated with the answer for the hot words; detecting whetherthe number of deduplicated answers associated with a hot word exceeds a first threshold and whether the number of hot words associated with an answer exceeds a second threshold; When it is detected that the number of deduplicated answers associated with one hot word exceeds the first threshold and / or the number of hot words associated with one answer exceeds the second threshold, determining a matching exception case of the hot word and the answer, and centrally monitoring the question and answer recognition effect.
Description
technical field [0001] The embodiments of the present disclosure relate to the field of computer technology, and in particular, to a question and answer recognition effect detection method, device, equipment and readable storage medium. Background technique [0002] In the construction process of the question-answer recognition system in the related art, a large amount of offline labeled data is required to check the recognition effect of the question-answer. The timeliness of outsourcing and crowdsourcing labeling for question and answer effect recognition is not good, and the cost of quality control and communication is high. The regression method using the verification set is affected by the arbitrariness and variability of user descriptions, and cannot effectively evaluate the actual user question-answering effect. Online bad case analysis (case-by-case) requires a lot of manpower for operations and takes a long time to analyze and conclude. Therefore, a large number o...
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IPC IPC(8): G06F16/332G06F17/27
CPCG06F40/284
Inventor 毛德峰张云
Owner ADVANCED NEW TECH CO LTD