Unlock instant, AI-driven research and patent intelligence for your innovation.

Dialog interaction processing method and computer-readable storage medium

A technology for interactive processing and interactive data, applied in computing, electrical digital data processing, special data processing applications, etc., to achieve the effect of improving user experience

Active Publication Date: 2022-05-17
KE COM (BEIJING) TECHNOLOGY CO LTD
View PDF18 Cites 0 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

The second object of the present invention is to also provide a multi-task dialogue interaction processing method and its device, which solve the problem of how to effectively manage the switching of dialogue topics in the multi-task dialogue interaction process

Method used

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
View more

Image

Smart Image Click on the blue labels to locate them in the text.
Viewing Examples
Smart Image
  • Dialog interaction processing method and computer-readable storage medium
  • Dialog interaction processing method and computer-readable storage medium
  • Dialog interaction processing method and computer-readable storage medium

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0046] The present invention is described in detail below through specific embodiments, so that those skilled in the art can easily implement the present invention according to the content disclosed in the specification. The embodiments described below are only some of the embodiments of the present invention, but not all of them. Based on the embodiments described in this specification, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts fall within the protection scope of the present invention. It should be noted that, in the case of no conflict, the embodiments in this specification and the features in the embodiments can be combined with each other.

[0047] In task-based dialog management, the finite state machine-based method uses a process topology graph to represent multiple rounds of dialog, a state node represents a dialog event, and an edge represents a state transition condition, thereby separating dialog design fr...

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

PUM

No PUM Login to View More

Abstract

The invention provides a dialogue interaction processing method and a computer-readable storage medium, wherein the single-task dialogue interaction processing method includes: receiving dialogue interaction data input by a user; performing natural language understanding on the dialogue interaction data input by a user, identifying user intent and analyzing the slot position; according to user intent and / or slot, according to business logic modeled with finite state machine, combined with state-driven mode, use dialogue track backtracking and slot constraint mechanism to perform operations; and generate response feedback data and send response feedback Data is returned to the user. The dialog interaction processing method provided by the present invention can support flexible dialog management capabilities while ensuring the accuracy of dialog business logic, improve user experience, and reduce the cost of dialog task construction, update, and maintenance.

Description

technical field [0001] The invention relates to the field of computer human-computer interaction, in particular to a single-task and multi-task dialogue interaction processing method and a computer-readable storage medium. Background technique [0002] In recent years, with the continuous introduction of the research results of task-based dialogue interaction, more and more task-based dialogue interaction systems have been applied to actual scenarios. Existing task-based dialogue management systems are mainly divided into data-driven (Data-driven) methods and manual design (Hand-crafted) methods. [0003] Among them, the data-driven method is further divided into an end-to-end (End to End) method and a pipeline (Pipeline) method. The end-to-end approach uses recurrent neural networks, memory networks, neural Turing machines, etc. to train multi-turn dialogue models. The pipeline method divides the dialogue model into two parts: state tracking and dialogue policy. State tra...

Claims

the structure of the environmentally friendly knitted fabric provided by the present invention; figure 2 Flow chart of the yarn wrapping machine for environmentally friendly knitted fabrics and storage devices; image 3 Is the parameter map of the yarn covering machine
Login to View More

Application Information

Patent Timeline
no application Login to View More
Patent Type & Authority Patents(China)
IPC IPC(8): G06F16/332
CPCG06F16/3329
Inventor 张晓杉冯伟陈开江
Owner KE COM (BEIJING) TECHNOLOGY CO LTD