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Text processing method and device, computing device and computer readable storage medium

A text processing and text input technology, which is applied in computing, electrical digital data processing, special data processing applications, etc., can solve the problems of large amount of calculation, long time consumption, low efficiency, etc., and achieve high processing accuracy and high processing efficiency Effect

Pending Publication Date: 2019-08-16
BEIJING KINGSOFT DIGITAL ENTERTAINMENT CO LTD +1
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  • Description
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Problems solved by technology

[0003] At present, when looking for answers to questions in long texts, the answer is matched with the content in the long text, and the answer to the question is found from the long text on the basis of matching calculations, but this process requires The amount of calculation is large, especially for long texts, the amount of calculation calculated by matching the answer with the text content is undoubtedly huge, resulting in low efficiency and long time-consuming in the process of predicting the answer

Method used

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  • Text processing method and device, computing device and computer readable storage medium
  • Text processing method and device, computing device and computer readable storage medium
  • Text processing method and device, computing device and computer readable storage medium

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Embodiment Construction

[0057] In the following description, numerous specific details are set forth in order to provide a thorough understanding of the application. However, the present application can be implemented in many other ways different from those described here, and those skilled in the art can make similar promotions without violating the connotation of the present application. Therefore, the present application is not limited by the specific implementation disclosed below.

[0058] Terms used in one or more embodiments of this specification are for the purpose of describing specific embodiments only, and are not intended to limit one or more embodiments of this specification. As used in one or more embodiments of this specification and the appended claims, the singular forms "a", "the", and "the" are also intended to include the plural forms unless the context clearly dictates otherwise. It should also be understood that the term "and / or" used in one or more embodiments of the present sp...

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Abstract

The invention provides a text processing method and device, a computing device and a computer readable storage medium, and the method comprises the steps: carrying out the sentence segmentation of aninput text, and obtaining a sentence in the input text; vectorizing the sentences and the questions of the input text to obtain a question vector sequence consisting of sentence vectors of the sentences and word vectors of word units contained in the questions; calculating attention weight distribution of the input text on a statement level according to the sentence vector and the question vectorsequence by taking the statement in the input text and the word unit contained in the question as a unit; and fusing the attention weight distribution with the input text to obtain text representationof the input text. According to the text processing method provided by the invention, the input text is processed at the statement level, the processing efficiency is higher, the input text is processed by combining the problems, and the processing accuracy is higher.

Description

technical field [0001] The present application relates to the technical field of natural language processing, in particular to a text processing method. The present application also relates to a text processing device, a computing device, and a computer-readable storage medium. Background technique [0002] Natural language processing is the study of various theories and methods for effective communication between humans and computers using natural language. With the rapid development of natural language processing, machine reading comprehension, which is a popular direction in the field of natural language processing, has also been Widely concerned, machine reading comprehension is a research dedicated to teaching machines to read human language and understand its connotation. The task of machine reading comprehension focuses more on the understanding of the text of the text. Set up good world knowledge and common sense to answer questions, so it is more challenging. [0...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F17/27
CPCG06F40/211G06F40/284
Inventor 李长亮王勇博唐剑波陈楠
Owner BEIJING KINGSOFT DIGITAL ENTERTAINMENT CO LTD
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