Self-adaptive single-round dialogue and task type multi-round dialogue decision-making method
A decision-making method and self-adaptive technology, applied in data processing applications, natural language data processing, special data processing applications, etc., can solve problems such as switching topics, unable to form dialogue information, etc., and achieve the effect of ensuring fluency
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Embodiment 1
[0041] see figure 1 As shown, the purpose of this embodiment is to provide a decision-making method for adaptive single-round dialogue and task-type multi-round dialogue, including the following method steps:
[0042] First, dialogue is carried out in the user communication unit; then the dialogue state memory unit memorizes the dialogue form, slot information and dialogue state in the user communication unit, forms memory data, and outputs to the dialogue input unit; then the dialogue input unit communicates to the user The dialogue form different from the output memory form of the dialogue state memory unit is input in the unit, and the corresponding memory data is input at the same time.
[0043] Wherein, the dialogue form specifically includes a single-round dialogue form and a task-based dialogue form.
[0044] Assume that at this time, the user communicates with the human-computer through a single-round dialogue. At this time, the dialogue state memory unit memorizes th...
Embodiment 2
[0047] This embodiment specifically discloses the single-round dialog form, please refer to figure 2 As shown, the single-round dialogue form includes the following method steps:
[0048] First, identify the user's dialogue intention, and then match the corresponding slot information template according to the user's dialogue intention; after the information template is obtained, the user communication unit obtains the slot value through the dialogue with the user, and then fills the slot value acquired by the user dialogue into the corresponding slot, get a complete dialogue message.
[0049] This embodiment uses an example to illustrate the dialogue scene of buying insurance:
[0050] First, the user communication unit sends "I want to buy insurance", and then matches the slot information template: "age-insurance type-whether there is social security";
[0051] Continue to send out through the user communication unit: "What is your age, do you have social insurance, and wh...
Embodiment 3
[0057] This embodiment specifically discloses the task-based dialog form, please refer to image 3 As shown, the task-based dialogue form includes the following method steps:
[0058] First, identify the user's dialogue intention, and generate a finite state tree corresponding to the intention according to the user's dialogue intention, then the user communication unit conducts a dialogue according to the finite state tree, and determines the dialogue state node according to the finite state tree during the dialogue, and then matches the dialogue state node Reply message to get a complete dialog message.
[0059] The same example is given by buying insurance. The specific principles are as follows:
[0060] First obtain the dialogue intent, for example: the user asks "Can I buy A insurance if I have high blood pressure?", first obtains the intent "health notification when purchasing consultation", the first step is to determine the following diseases or symptoms: high blood pre...
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