Text information screening method, device and equipment

A text information and screening method technology, applied in the field of data processing, can solve problems such as the inability to retrieve accurate answers to user questions, reduce the accuracy of answers to user questions in the question answering system, and achieve the effect of improving screening accuracy and accuracy

Active Publication Date: 2020-05-08
NEUSOFT CORP
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  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] However, because the question-answer database includes a large number of question-answer pairs, the question-answer system cannot accurately retrieve the exact answers corresponding to the user's questions from these large number of question-answer pairs, which reduces the accuracy of the answers answered by the question-answer system for the user's questions.

Method used

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  • Text information screening method, device and equipment
  • Text information screening method, device and equipment
  • Text information screening method, device and equipment

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Embodiment approach

[0124] In a possible implementation of the embodiment of the present application, the embodiment of the present application also provides an implementation of S104, which specifically includes the following three steps:

[0125] Step 1: Calculate the initial probability of the target two-segment combination according to the frequency of occurrence of the target two-segment combination in the word segmentation result and the total frequency of occurrence of all two-segment combinations.

[0126] Wherein, the target two-segment word combination is a combination of two consecutive word segmentation results respectively. For example, suppose the word segmentation results include the first word segmentation, the second word segmentation and the third word segmentation, the first word segmentation is located before the second word segmentation and the first word segmentation is adjacent to the second word segmentation, and the second word segmentation is located at the Before 3 part...

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Abstract

The embodiment of the invention discloses a text information screening method, device and equipment, and the method comprises the steps: obtaining a related question text corresponding to a target question text, and enabling an answer text of the related question text to form a candidate answer text; performing word segmentation on the candidate answer text to obtain a word segmentation result, and calculating a word segmentation transition probability according to an association relationship among segmented words in the word segmentation result; and calculating a probability value of each candidate answer text according to the segmented words included in each candidate answer text and the segmented word transition probability, and determining the candidate answer text with the maximum probability value as a target answer text of the target question text, wherein the probability value of each candidate answer text calculated on the basis of the word segmentation transition probabilityaccurately represents the possibility that each candidate answer text can accurately reply to the target question, so that the accurate target answer can be accurately screened out subsequently on thebasis of the probability value, and the screening accuracy of the target answer is improved.

Description

technical field [0001] The present application relates to the technical field of data processing, and in particular to a text information screening method, device and equipment. Background technique [0002] Question answering system is a commonly used information retrieval system. The question answering system can use natural language to answer questions raised by users in natural language, and the answering process is specifically: after the user asks a question, the question answering system can use the question and answer pairs recorded in the question answer database to retrieve the answer corresponding to the question, so as to use The retrieved answers answer user questions. Wherein, a question-answer pair refers to a question and an answer that have a corresponding relationship. [0003] However, because the question-answer database includes a large number of question-answer pairs, the question-answer system cannot accurately retrieve the exact answers correspondin...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/332G06F16/35G06F40/284
CPCG06F16/3329G06F16/35
Inventor 贾弼然崔朝辉赵立军张霞
Owner NEUSOFT CORP
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