Man-machine interaction method, device and equipment based on table data

A tabular data and human-computer interaction technology, applied in the field of human-computer interaction based on tabular data, can solve the problem of poor cross-domain generalization of language conversion models, and achieve the effect of improving response timeliness, high efficiency, and strong generalization.

Pending Publication Date: 2022-06-17
ALIBABA DAMO (HANGZHOU) TECH CO LTD
View PDF9 Cites 2 Cited by
  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] This application provides a human-computer interaction method, device and equipment based on tabular data, which is used to solve the cross-domain language conversion model t

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
  • Man-machine interaction method, device and equipment based on table data
  • Man-machine interaction method, device and equipment based on table data
  • Man-machine interaction method, device and equipment based on table data

Examples

Experimental program
Comparison scheme
Effect test

Embodiment Construction

[0031] Exemplary embodiments will be described in detail herein, examples of which are illustrated in the accompanying drawings. When the following description refers to the drawings, the same numerals in different drawings represent the same or similar elements unless otherwise indicated. The implementations described in the illustrative examples below are not intended to represent all implementations consistent with this application. Rather, they are merely examples of apparatus and methods consistent with some aspects of the present application as recited in the appended claims.

[0032] First, the terms involved in this application are explained:

[0033] Data table: The data table in the Structured Query Language (SQL) database is used to store data. After the data is stored in the corresponding data table of the database, the permanence of the data to be stored is completed, and can be accessed by accessing Query the data table of the database to obtain the data conten...

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 human-computer interaction method, device and equipment based on table data. According to the method, the retrieval library is constructed offline, and the SQL statements of table data support query and the problem representation vectors corresponding to the SQL statements are stored in the retrieval library. During online question answering/dialogue, an input question is encoded to generate a semantic representation vector of the input question, and similarity matching is performed on the semantic representation vector of the input question and a question representation vector in a retrieval library, so that an SQL statement accurately matched with the input question can be found, and Text-to-SQL language conversion is realized; model training does not need to be carried out based on a data set in a specific application field, generalization is higher, and efficiency is higher; furthermore, the SQL statement corresponding to the input question is operated, the table data can be inquired to obtain the answer information of the input question, the response time during online question answering/dialogue can be shortened, and the response timeliness of the human-computer interaction system based on the table data is improved.

Description

technical field [0001] The present application relates to the field of artificial intelligence, and in particular, to a method, device and device for human-computer interaction based on table data. Background technique [0002] The human-computer interaction system (Table QA) based on tabular data is to convert the natural language questions input by the user into SQL statements, and find the results corresponding to the SQL statements in the data table used to store the tabular data in the database and feed it back to the user. . Since tables are a common data storage structure in daily work and life, the human-computer interaction system based on table data has a wide range of application scenarios, such as data query, statistics and screening, etc., which can be applied to government affairs, finance, energy, etc. in the field of application. [0003] At present, the human-computer interaction system based on tabular data uses the language conversion model to convert th...

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
IPC IPC(8): G06F16/242G06F16/22G06F40/30G06K9/62
CPCG06F16/2433G06F40/30G06F16/2282G06F18/22
Inventor 惠彬原黎槟华李永彬孙健
Owner ALIBABA DAMO (HANGZHOU) TECH CO LTD
Who we serve
  • R&D Engineer
  • R&D Manager
  • IP Professional
Why Eureka
  • Industry Leading Data Capabilities
  • Powerful AI technology
  • Patent DNA Extraction
Social media
Try Eureka
PatSnap group products

Browse by: Latest US Patents, China's latest patents, Technical Efficacy Thesaurus, Application Domain, Technology Topic.

© 2024 PatSnap. All rights reserved.Legal|Privacy policy|Modern Slavery Act Transparency Statement|Sitemap