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Statement completion method and device based on natural language processing, equipment and medium

A natural language processing and sentence technology, applied in the field of artificial intelligence to achieve high accuracy and improve efficiency

Active Publication Date: 2021-08-03
PING AN TECH (SHENZHEN) CO LTD
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  • Abstract
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  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] The main purpose of this application is to provide a sentence completion method based on natural language processing, a sentence completion device based on natural language processing, computer equipment, and a computer-readable storage medium, aiming at solving how to ensure high accuracy of sentence completion The problem of improving the efficiency of sentence completion while providing complete results

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  • Statement completion method and device based on natural language processing, equipment and medium
  • Statement completion method and device based on natural language processing, equipment and medium
  • Statement completion method and device based on natural language processing, equipment and medium

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Embodiment Construction

[0052] In order to make the purpose, technical solution and advantages of the present application clearer, the present application will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present application, and are not intended to limit the present application.

[0053] refer to figure 1 , in one embodiment, the sentence completion method based on natural language processing includes:

[0054] Step S10, acquiring the target sentence to be processed and the conversational sentence corresponding to the target sentence, the conversational sentence includes the above sentence and / or the following sentence;

[0055] Step S20, using a natural language processing model to convert the target sentence into a first word vector, and convert the conversational sentence into a second word vector;

[0056] Step S30, extracting the first contex...

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Abstract

The invention relates to the technical field of artificial intelligence, and discloses a natural language processing-based statement completion method. The method comprises the following steps: converting a target statement into a first word vector by utilizing a natural language processing model, and converting a session statement into a second word vector; generating a first hidden state corresponding to the first word vector and a second hidden state corresponding to the second word vector; generating a feature vector according to the first hidden state and the second hidden state; acquiring global information based on the feature vectors to obtain a word vector matrix; querying a connected region in the word vector matrix by using a connected region labeling algorithm; and performing statement completion processing on the target statement according to the connected region to obtain a statement completion result. The method is also applied to the technical field of block chains. The invention further discloses a sentence completion device based on natural language processing, computer equipment and a computer readable storage medium. According to the method, the statement completion efficiency is improved.

Description

technical field [0001] The present application relates to the field of artificial intelligence, and in particular to a sentence completion method based on natural language processing, a sentence completion device based on natural language processing, computer equipment, and a computer-readable storage medium. Background technique [0002] At present, people generally tend to use incomplete dialogues to answer questions (that is, they are good at using referential pronouns and ignoring some known information of both parties in the conversation), in order to complete the conversational sentences, the incomplete discourse rewriting in the conversation ( Incomplete Utterance Rewriting, IUR) task has attracted more and more people's attention. [0003] The current dialogue rewriting task is usually shaped as a machine translation task, and the sequence-to-sequence-based architecture and replication mechanism are used to complete the conversation sentence, but this is not only com...

Claims

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Application Information

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IPC IPC(8): G06F16/33G06F16/332G06F40/211G06F40/30G06K9/62G06N3/04
CPCG06F40/30G06F40/211G06F16/3329G06F16/3344G06N3/045G06F18/214
Inventor 孙超王健宗于凤英程宁
Owner PING AN TECH (SHENZHEN) CO LTD