Human-computer dialogue method and apparatus

A human-computer dialogue method performed by a human-computer dialogue apparatus pre-equipped with a plurality of dialogue robots, wherein each dialogue robot is configured to conduct a human-computer dialogue based on at least one topic, and wherein the method comprises:

• obtaining a text entered by a user;
• determining at least one topic related to the text;
• determining a target dialogue robot from the plurality of dialogue robots based on the at least one topic related to the text and a predefined mapping relationship between a dialogue robot of the plurality of dialogue robots and a topic, wherein a target topic corresponding to the target dialogue robot is included in the at least one topic related to the text;
• and
• generating, by the target dialogue robot, a reply for the text based on a semantic understanding of the text, wherein the semantic understanding has a one-to-one correspondence with the target topic;
• wherein before determining the at least one topic related to the text, the method further comprises performing parameter training on the plurality of dialogue robots in parallel based on the predefined mapping relationship between the dialogue robot of the plurality of dialogue robots and the topic, wherein each dialogue robot is configured to perform the parameter training for at least one corresponding topic.