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Reply sorting method and device of dialogue model and computer readable storage medium

A technology for sorting devices and sorting methods, which is applied in computing, speech analysis, semantic analysis, etc., can solve problems such as uneven distribution of words and different levels of sentence understanding, and achieve the effect of improving the quality of replies

Active Publication Date: 2019-07-16
RICOH KK
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Problems solved by technology

However, during the training of the neural network dialogue model, due to the uneven distribution of words in the training set, the degree of understanding of sentences composed of different words is different, which may result in sentences with higher rankings that are not suitable as a user sentence P. Reply sentence, and the reply sentence suitable for user sentence P is ranked lower

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  • Reply sorting method and device of dialogue model and computer readable storage medium
  • Reply sorting method and device of dialogue model and computer readable storage medium
  • Reply sorting method and device of dialogue model and computer readable storage medium

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Embodiment Construction

[0044] In order to make the technical problems, technical solutions and advantages to be solved by the present invention clearer, the following will describe in detail with reference to the drawings and specific embodiments. In the following description, specific details, such as specific configurations and components, are provided only to assist in a comprehensive understanding of the embodiments of the present invention. Accordingly, those of ordinary skill in the art should recognize that various changes and modifications of the embodiments described herein can be made without departing from the scope and spirit of the invention. Also, descriptions of well-known functions and constructions are omitted for clarity and conciseness.

[0045] It should be understood that reference throughout this specification to "one embodiment" or "an embodiment" means that a particular feature, structure, or characteristic related to the embodiment is included in at least one embodiment of t...

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Abstract

The embodiment of the invention provides a reply sorting method and device of a dialogue model and a computer readable storage medium. The reply sorting method of the dialogue model is characterized in that the generation probability of the same target reply content under the target dialogue content and the similar dialogue content is counted to serve as the score of the sorting of the target reply content, the ranking of sentences suitable for the target dialogue content P in the target reply content can be effectively improved, and therefore the reply quality of the dialogue model is improved.

Description

technical field [0001] The present invention relates to the technical field of dialogue processing, in particular to a reply sorting method, device and computer-readable storage medium for dialogue models. Background technique [0002] The dialogue generation task is to automatically output the reply content that matches the dialogue content according to the dialogue content given by the user (one sentence or a small piece of text including multiple sentences). The reply content is usually required to be grammatically correct and logically consistent with the user's dialogue content. Current techniques for dialogue generation tasks include retrieval-based methods and generative-based methods. [0003] Specifically, the retrieval-based method finds a sentence from the database through a certain metric standard as a reply sentence (also referred to as reply content in this paper). The reply sentences given by this method are usually grammatically correct, but there are probl...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/332G06F16/33G06F17/27
CPCG06F40/30G06F16/3344G06F16/3329G10L15/22G06F40/216G06F40/35G06F40/56Y02D10/00G10L15/1815G06F16/3347G10L15/14G10L15/063
Inventor 李一韩童毅轩姜珊珊董滨
Owner RICOH KK
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