Method and apparatus for determining skill field of dialogue text
Disclosed is a method for determining a skill field of a dialogue text including determining a skill field hit by a dialogue text input by a user, and a name semantic slot and a character semantic slot in the skill field; when the dialogue text hits a first skill field, determining whether the name semantic slot and the character semantic slot match according to a knowledge base of the first skill field; determining, if not matched, whether the name semantic slot and the character semantic slot match according to a knowledge base of a second skill field; and determining, if matched, the second skill field as the skill field of the dialogue text. Also provided is an apparatus for determining a skill field of a dialogue text. The error rate of field classification is reduced, and the skill field can be hit by the user's voice dialogue more accurately.
1 . A method for determining a skill field of a dialogue text, applied to an electronic device, the method comprising:
scheduling, by the electronic device, a task-based skill semantic service and a knowledge-based skill service in parallel to determine a skill field hit by a dialogue text input by a user, a name semantic slot and a character semantic slot in the skill field, wherein the skill field comprises a first skill field and a second skill field, and the first skill field and the second skill field have the same parsing confidence, wherein, when the electronic device is a TV, the first skill field is a film and television field, the second skill field is a music field, and when the electronic device is a smartphone, the first skill field is the music field, the second skill field is the film and television field;
determining, by the electronic device, whether the name semantic slot and the character semantic slot corresponding to the first skill field match according to a knowledge base of the first skill field;
further determining, by the electronic device, whether the name semantic slot and the character semantic slot corresponding to the second skill field match according to a knowledge base of a second skill field, if the name semantic slot and the character semantic slot corresponding to the first skill field do not match in the knowledge base of the first skill field; and
determining, by the electronic device, the second skill field as the skill field of the dialogue text, if the name semantic slot and the character semantic slot corresponding to the second skill field match in the knowledge base of the second skill field, and responding to the user using a skill of the determined skill field of the dialogue text,
the method further comprising:
establishing in advance a knowledge base in the film and television field and a knowledge base in the music field, wherein the knowledge base in the film and television field stores information of correlation between film and television titles and filmmakers, and the knowledge base in the music field stores information of correlation between music names and singer names.
2 . The method according to claim 1 , wherein if the name semantic slot and the character semantic slot corresponding to the first skill field match in the knowledge base of the first skill field, the first skill field is determined as the skill field of the dialogue text.
3 . The method according to claim 1 , wherein after determining the second skill field as the skill field of the dialogue text, the method further comprises:
preferentially determining the second skill field as the skill field of the dialogue text when the user inputs the dialogue text again.
4 . An electronic device comprising at least one processor, and a memory communicatively coupled to at least one processor, wherein the memory stores instructions readable and executable by the at least one processor, the instructions being executed by the at least one processor to enable the at least one processor to perform the steps of the method of claim 1 .
5 . A non-transitory computer-readable storage medium having stored therein a computer program, wherein the computer program, when executed by a processor, implements the steps of the method of claim 1 .