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Dialogue text processing method and device, electronic equipment and storage medium

A text processing and text technology, applied in digital data processing, text database query, natural language data processing, etc., can solve problems such as difficult to understand the user's real intention, improve understanding ability, improve performance, and reduce model complexity Effect

Pending Publication Date: 2020-11-20
SHENZHEN HEYTAP TECHNOLOGY CO LTD +1
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  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

However, in more complex conversation scenarios, due to the frequent occurrence of pronouns in the conversation content, it is difficult for electronic devices to understand the user's true intentions as effectively as humans.

Method used

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  • Dialogue text processing method and device, electronic equipment and storage medium
  • Dialogue text processing method and device, electronic equipment and storage medium
  • Dialogue text processing method and device, electronic equipment and storage medium

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Embodiment Construction

[0045] The technical solutions in the embodiments of the present application will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present application. Obviously, the described embodiments are only a part of the embodiments of the present application, but not all of the embodiments. Based on the embodiments in the present application, all other embodiments obtained by those of ordinary skill in the art without creative efforts shall fall within the protection scope of the present application.

[0046] It should be noted that the terms "comprising" and "having" in the embodiments of the present application and the accompanying drawings and any modifications thereof are intended to cover non-exclusive inclusion. For example, a process, method, system, product or device comprising a series of steps or units is not limited to the listed steps or units, but optionally also includes unlisted steps or units, or optionally ...

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Abstract

Embodiments of the invention disclose a dialogue text processing method and device, electronic equipment and a storage medium. The method comprises the steps of obtaining a first text sequence; obtaining text features of the first text sequence through a text processing model, obtaining a second text sequence according to the text features, wherein the second text sequence is an anaphora resolution text corresponding to the dialogue text of the latest round of dialogue, the text processing model comprises an encoder and a decoder, the encoder is used for obtaining a first self-attention feature of a first text sequence, the decoder is used for obtaining a second self-attention feature according to the first self-attention feature, and the encoder and the decoder are obtained by pre-training a natural language processing model based on a self-attention mechanism. According to the dialogue text processing method and device, the electronic equipment and the storage medium, the object actually referred to by the pronoun in the dialogue text can be accurately recognized, and the dialogue text processing capacity is improved.

Description

technical field [0001] The present application relates to the technical field of artificial intelligence, and in particular, to a method, device, electronic device and storage medium for processing dialogue text. Background technique [0002] In the field of artificial intelligence technology, natural language processing (NLP) has always been one of the key research directions. In the past few years, with the rapid development of technology in the field of NLP, the automatic reply of simple one-round conversations by electronic devices (such as smartphones, smart wearable devices, etc.) has made great progress. However, in more complex conversation scenarios, due to the frequent occurrence of words in the dialogue content, it is difficult for electronic devices to understand the user's true intentions as effectively as humans. How to make the electronic device more accurately identify the true meaning of the pronouns in the dialogue content has become an urgent problem to b...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F40/126G06F40/30G06F16/332G06F16/33G06K9/62
CPCG06F40/126G06F40/30G06F16/3329G06F16/3344G06F18/214
Inventor 陶健
Owner SHENZHEN HEYTAP TECHNOLOGY CO LTD