Text information processing method and device, electronic equipment and storage medium

An information processing method and text information technology, applied in electronic digital data processing, digital data information retrieval, special data processing applications, etc. problems, to reduce the universal response, accurate processing effect, improve matching and forward-looking effects

Pending Publication Date: 2021-09-17
TENCENT TECH (SHENZHEN) CO LTD
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  • Abstract
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AI Technical Summary

Problems solved by technology

Query is usually a piece of text or a sentence obtained after speech recognition, but for multiple rounds of question and answer common "context-free", "repeated question", "default follow-up", "reference question" and other contexts Context type, related technologies cannot accurately identify the context type, which affects the processing of text information by artificial intelligence, resulting in poor accuracy of processing results

Method used

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  • Text information processing method and device, electronic equipment and storage medium
  • Text information processing method and device, electronic equipment and storage medium
  • Text information processing method and device, electronic equipment and storage medium

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Embodiment Construction

[0076] In order to make the purpose, technical solution and advantages of the present invention clearer, the present invention will be described in further detail below in conjunction with the accompanying drawings, and the described embodiments should not be considered as limiting the present invention, and those of ordinary skill in the art do not make any All other embodiments obtained under the premise of creative labor belong to the protection scope of the present invention.

[0077] In the following description, references to "some embodiments" describe a subset of all possible embodiments, but it is understood that "some embodiments" may be the same subset or a different subset of all possible embodiments, and Can be combined with each other without conflict.

[0078] Before further describing the embodiments of the present invention in detail, the nouns and terms involved in the embodiments of the present invention are described, and the nouns and terms involved in the...

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Abstract

The invention provides a text information processing method and device, electronic equipment and a storage medium. The method comprises the following steps: obtaining to-be-processed text information; performing word segmentation processing on the to-be-processed text information, and determining at least one candidate keyword vector; dynamically adjusting the candidate keyword vector to form a candidate keyword vector set, and determining a keyword extraction strategy matched with the to-be-processed text information based on the candidate keyword vector set and reward value parameters through a deep reinforcement learning network; and extracting the candidate keyword vector set based on the keyword extraction strategy to obtain at least one keyword vector as a keyword of the to-be-processed text information. Therefore, the dependence on word granularity in keyword extraction is reduced, the extracted keyword of the to-be-processed text information is enabled to be suitable for different use scenes, and the user experience is improved.

Description

technical field [0001] The present invention relates to information processing technology, in particular to text information processing method, device, electronic equipment and storage medium. Background technique [0002] With the development of machine learning technology, machine learning can answer users' questions through artificial intelligence. Among them, the understanding of text information query is the core technology in the field of NLP such as question answering engine and dialogue system, so as to understand users' requests more accurately. , the system can better give the corresponding answer. Query is usually a piece of text or a sentence obtained after speech recognition, but for multiple rounds of question and answer common "context-free", "repeated question", "default follow-up", "reference question" and other contexts Context type, related technologies cannot accurately identify the context type, which affects the processing of text information by artifi...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/332G06F40/289G06N3/04
CPCG06F16/3329G06F40/289G06N3/045
Inventor 刘志强刘源邓浩辉张金超
Owner TENCENT TECH (SHENZHEN) CO LTD
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