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.