CN113553843B - Skill creation methods and devices - Google Patents

Abstract

The invention discloses a skill creation method and a skill creation device. Wherein the method comprises the following steps: acquiring original skill corpus, wherein the original skill corpus is corpus for waking up non-called word skills, and the non-called word skills are skills which do not need to be woken up by using called words; identifying at least one slot of the skill corpus, and acquiring a replacement word of each slot; filling the groove into the original skill corpus by using the replacement words based on the groove position to obtain a target skill corpus; performing conflict test on the target skill corpus to obtain a first test result, and completing creation of non-calling word skills in the development platform under the condition that the first test result is that the target skill corpus is not in conflict. The invention solves the technical problem that the interaction steps are complicated due to the adoption of the call word awakening skill in the related technology, thereby reducing the user experience.

Description

Skill creation methods and devices

Technical field

The present invention relates to the field of skill creation, and specifically to a skill creation method and device.

Background technique

At present, the NPL (Natural Language Processing) system can only give one piece of corpus to one business. If the open platform can add corpora at will to point to its own business, it will lead to confusion in the NLP logic, and a large number of corpora will be stolen from the platform and classification errors will occur. To solve this problem, the corpus is generally constrained by adding call words, that is, the user can only enter the skill by speaking the opening call word, starting the call word, etc., and the call word is the only non-conflicting corpus on the platform.

However, the current method of using call words to constrain the corpus requires the user to input the call words before the skill can be awakened. The interaction steps are relatively cumbersome, thus reducing the user experience.

In response to the above problems, no effective solution has yet been proposed.

Contents of the invention

Embodiments of the present invention provide a skill creation method and device to at least solve the technical problem in related technologies that using invocation words to wake up skills results in cumbersome interaction steps, thereby reducing user experience.

According to one aspect of an embodiment of the present invention, a skill creation method is provided, including: obtaining original skill corpus, where the original skill corpus is corpus that awakens non-calling word skills, and the non-calling word skills are those that do not need to be awakened using calling words. Skills; identify at least one slot of the skill corpus and obtain the replacement word for each slot; based on the slot, use the replacement words to fill the slots of the original skill corpus to obtain the target skill corpus; perform a conflict test on the target skill corpus and obtain The first test result, and when the first test result is that there is no conflict in the target skill corpus, the creation of the non-calling word skill is completed in the development platform.

Optionally, before obtaining the original skill corpus, the method also includes: starting to create a non-calling word skill according to the skill creation instruction, wherein the skill creation instruction includes at least one of the following: skill name, skill type; creating according to the intention creation instruction The intention of the non-calling word skill, where the intention creation instruction includes at least one of the following: intention name, user statement; and obtaining the original skill corpus based on the intention.

Optionally, identifying at least one slot of the skill corpus and obtaining a replacement word for each slot includes: identifying at least one slot of the skill corpus; obtaining a dictionary corresponding to each slot; and obtaining a dictionary corresponding to each slot. Extracts a preset number of replacement words from the dictionary.

Optionally, based on the slot, using replacement words to fill the slots of the original skill corpus to obtain the target skill corpus includes: using a preset number of replacement words to fill the slots of the original skill corpus to obtain at least one target skill corpus.

Optionally, when the first test result is that the target skill corpus conflicts, a change request is fed back, where the change request is used to prompt the user to edit the original skill corpus; the editing completion instruction is received, and the original is obtained based on the editing completion instruction. Skill corpus steps.

Optionally, when the first test result is that there is no conflict in the target skill corpus, after completing the creation of the non-calling word skills in the development platform, the method also includes: performing a conflict test on the target skill corpus in the application platform, and obtain Second test result; if the second test result shows that there is no conflict in the target skill corpus, conduct a standard review on the created non-call word skills; if the standard review is passed, the non-call word skills will be launched on the application platform.

Optionally, if the second test result is that there is a conflict in the target skill corpus, it is prohibited to launch non-calling word skills in the application platform.

According to another aspect of the embodiment of the present invention, a skill creation device is also provided, including: a first acquisition module for acquiring original skill corpus, where the original skill corpus is corpus for awakening non-calling word skills, and the non-calling word Skills are skills that do not need to be awakened by calling words; the identification module is used to identify at least one slot of the skill corpus and obtain the replacement words for each slot; the slot filling module is used to use replacement words to compare the original words based on the slot. The skill corpus is filled in to obtain the target skill corpus; the first test module is used to conduct a conflict test on the target skill corpus to obtain the first test result, and when the first test result shows that there is no conflict in the target skill corpus, the development The creation of non-calling word skills has been completed in the platform.

Optionally, the device further includes: a first creation module, configured to start creating a non-calling word skill according to a skill creation instruction, wherein the skill creation instruction includes at least one of the following: skill name, skill type; a second creation module, Used to create an intention for a non-calling word skill based on an intention creation instruction, wherein the intention creation instruction includes at least one of the following: an intention name, a user statement; and a second acquisition module for acquiring original skill corpus based on the intention.

Optionally, the identification module includes: an identification unit, used to identify at least one slot of the skill corpus; an acquisition unit, used to obtain the dictionary corresponding to each slot; and an extraction unit, used to extract the dictionary corresponding to each slot from Extract a preset number of replacement words from .

Optionally, the slot-filling module includes: a slot-filling unit, used to fill slots in the original skill corpus using a preset number of replacement words to obtain at least one target skill corpus.

Optionally, the device also includes: a feedback module, used to feedback a change request when the first test result is that the target skill corpus conflicts, wherein the change request is used to prompt the user to edit the original skill corpus; receive the edit Complete the instruction and execute the steps of obtaining the original skill corpus based on the editing completion instruction.

Optionally, the device also includes: a second test module, used to perform a conflict test on the target skill corpus in the application platform, and obtain a second test result; and an audit module, used to test the target skill corpus without conflict when the second test result is In the case of standard review, the created non-call word skills will be reviewed in a standardized way; the online module is used to launch the non-call word skills in the application platform if the standard review is passed.

Optionally, the device further includes: a prohibition module configured to prohibit the non-calling word skills from being launched in the application platform when the second test result is that the target skill corpus conflicts.

According to another aspect of the embodiment of the present invention, a computer-readable storage medium is also provided. The computer-readable storage medium includes a stored program, wherein when the program is running, the device where the computer-readable storage medium is located is controlled to perform the above-mentioned skill creation. method.

According to another aspect of the embodiment of the present invention, a processor is also provided, and the processor is configured to run a program, wherein the above-mentioned skill creation method is executed when the program is running.

In the embodiment of the present invention, the original skill corpus can be obtained first, where the original skill corpus is the corpus for awakening non-calling word skills, and the non-calling word skills are skills that do not need to be awakened by calling words; then at least one slot of the skill corpus is identified position, and obtain the replacement words for each slot; based on the slot, use the replacement words to fill the slots of the original skill corpus to obtain the target skill corpus; finally, conduct a conflict test on the target skill corpus, and obtain the first test result, and in the When the test result shows that there is no conflict in the target skill corpus, the creation of non-calling word skills is completed in the development platform, and the creation of non-calling word skills is realized, so that users can call the required skills without calling words. And through conflict testing, conflicts between multiple corpora can be avoided, resulting in logical confusion, and the technical problem of using word awakening skills in related technologies to cause cumbersome interaction steps and thus reducing user experience can be solved.

Description of drawings

The drawings described here are used to provide a further understanding of the present invention and constitute a part of this application. The illustrative embodiments of the present invention and their descriptions are used to explain the present invention and do not constitute an improper limitation of the present invention. In the attached picture:

Figure 1 is a flow chart of a skill creation method according to an embodiment of the present invention;

Figure 2 is a flow chart of another skill creation method according to an embodiment of the present invention;

Figure 3 is a schematic diagram of editing corpus according to an embodiment of the present invention;

Figure 4 is a schematic diagram of a developer conflict test according to an embodiment of the present invention;

Figure 5 is a schematic diagram of a skill creation device according to an embodiment of the present invention;

Figure 6 is a hardware structure block diagram of a computer terminal according to a data request processing method according to an embodiment of the present invention.

Detailed ways

In order to enable those skilled in the art to better understand the solutions of the present invention, the technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only These are some embodiments of the present invention, rather than all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those of ordinary skill in the art without creative efforts should fall within the scope of protection of the present invention.

It should be noted that the terms "first", "second", etc. in the description and claims of the present invention and the above-mentioned drawings are used to distinguish similar objects and are not necessarily used to describe a specific order or sequence. It is to be understood that the data so used are interchangeable under appropriate circumstances so that the embodiments of the invention described herein are capable of being practiced in sequences other than those illustrated or described herein. In addition, the terms "including" and "having" and any variations thereof are intended to cover non-exclusive inclusions, e.g., a process, method, system, product, or apparatus that encompasses a series of steps or units and need not be limited to those explicitly listed. Those steps or elements may instead include other steps or elements not expressly listed or inherent to the process, method, product or apparatus.

Example 1

According to an embodiment of the present invention, an embodiment of a skill creation method is provided. It should be noted that the steps shown in the flow chart of the accompanying drawings can be executed in a computer system such as a set of computer executable instructions, and although A logical order is shown in the flowcharts, but in some cases, the steps shown or described may be performed in a different order than herein.

Figure 1 is a flow chart of a skill creation method according to an embodiment of the present invention. As shown in Figure 1, the method includes the following steps:

Step S102: Obtain original skill corpus.

Among them, the original skill corpus is the corpus that awakens non-calling word skills, and the non-calling word skills are skills that do not need to be awakened by calling words.

The above-mentioned original skill corpus can be the corpus input by the developer to awaken the skills, such as "What kind of garbage are banana peels in Beijing?"

In an optional embodiment, the original skill corpus can be retrieved from the database according to the name and intention of the non-calling word skill, or the original skill corpus can be crawled from the web page.

The above-mentioned non-call word skills do not need to use call words to awaken, they only need the content input by the user to hit the skill corpus.

The above skill creation method can be applied in a voice dialogue platform or a voice interaction platform.

Step S104: Identify at least one slot of the skill corpus and obtain a replacement word for each slot.

At least one slot in the skill corpus can be identified using a pre-trained slot recognition model.

In an optional embodiment, after identifying at least one slot of the skill corpus, at least one slot can be marked, and a dictionary associated with the slot can be determined based on the words in the slot, and the dictionary can be obtained from the dictionary Get at least one replacement word for this slot.

For example, the slots in "What kind of garbage are banana peels in Beijing" are "Beijing" and "banana peel", where the dictionary corresponding to "Beijing" is location, and the dictionary corresponding to "banana peel" is garbage, so , you can select multiple replacement words from the location dictionary to fill the slots, and you can also select multiple replacement words from the garbage dictionary to fill the slots. It should be noted that the replacement words for each slot can be freely combined.

Step S106: Based on the slots, use replacement words to fill the slots of the original skill corpus to obtain the target skill corpus.

In an optional embodiment, the original skill corpus can be filled with replacement words according to the slots to obtain the target skill corpus containing the replacement words in the slots.

In another optional embodiment, multiple replacement words for each slot can be freely combined, and the corresponding slots in the original skill raw materials can be filled according to the combined replacement words, thereby obtaining multiple targets. Skill corpus.

Step S108: Perform a conflict test on the target skill corpus to obtain a first test result. If the first test result shows that there is no conflict in the target skill corpus, the creation of the non-calling word skill is completed in the development platform.

The above conflict test refers to whether the target skill corpus conflicts with the skill corpus in other non-calling word skills. If it conflicts with the skill corpus in other non-calling word skills, the logic of non-calling word awakening skills will appear. Error, for example, using the same skill corpus may awaken two non-calling skills at the same time.

In an optional embodiment, when the first test result is that there is no conflict in the target skill corpus, it means that the target skill corpus is different from the skill corpus of other non-calling word skills. At this time, the target skill can be determined The corpus can only awaken the non-calling word skill and cannot awaken other non-calling word skills, which avoids logic problems. Therefore, the creation of non-calling word skills can be completed in the development platform.

Through the above steps, you can first obtain the original skill corpus, where the original skill corpus is the corpus for awakening non-calling word skills, and the non-calling word skills are skills that do not need to be awakened by calling words; then identify at least one slot of the skill corpus, and Obtain the replacement words for each slot; based on the slot, use the replacement words to fill the slots of the original skill corpus to obtain the target skill corpus; finally conduct a conflict test on the target skill corpus to obtain the first test result, and in the first test result When there is no conflict in the target skill corpus, the creation of non-calling word skills is completed in the development platform, and the creation of non-calling word skills is realized, so that users can call the required skills without calling words, and through conflicts Testing can avoid conflicts between multiple corpora that lead to logical confusion, thereby solving the technical problem of using word wake-up skills in related technologies that leads to cumbersome interaction steps and thus reduces user experience.

Optionally, before obtaining the original skill corpus, the method also includes: starting to create a non-calling word skill according to the skill creation instruction, wherein the skill creation instruction includes at least one of the following: skill name, skill type; creating according to the intention creation instruction The intention of the non-calling word skill, where the intention creation instruction includes at least one of the following: intention name, user statement; and obtaining the original skill corpus based on the intention.

In an optional embodiment, before obtaining the original skill corpus, the user can click the skill creation button in the skill development platform and enter the skill name and skill type of the non-calling word skill that needs to be created. After completing the filling in You can click the OK button. At this time, the skill creation instructions can be generated and the non-call word skills can be created according to the skill creation instructions.

Further, after starting to create a non-calling skill, a skill creation button can be displayed. At this time, the user can click the skill creation button, and after clicking the skill creation button, enter the skill name and skill type of the non-calling skill, and fill in the After completion, you can click the OK button. At this time, you can generate an intentional creation instruction, and start to obtain the original skill corpus of the non-calling skill based on the intentional creation instruction.

In another optional embodiment, the original skill corpus related to the intention can be obtained from the database or the web page according to the intention.

Optionally, identifying at least one slot of the skill corpus and obtaining a replacement word for each slot includes: identifying at least one slot of the skill corpus; obtaining a dictionary corresponding to each slot; and obtaining a dictionary corresponding to each slot. Extracts a preset number of replacement words from the dictionary.

The above dictionary can be edited by the user, and the dictionary can be provided by the development platform.

The above preset number can be 10.

In an optional embodiment, multiple slots of the skill corpus can be identified, the dictionary corresponding to each slot is obtained, and then a preset number of replacement words are extracted from the dictionary corresponding to each slot, and Freely combine the replacement words extracted from each slot.

Optionally, based on the slot, using replacement words to fill the slots of the original skill corpus to obtain the target skill corpus includes: using a preset number of replacement words to fill the slots of the original skill corpus to obtain at least one target skill corpus.

In an optional embodiment, a preset number of replacement words in each slot are freely combined to obtain a replacement phrase, and then the replacement words of the replacement phrase are used to fill the corresponding slots in the original skill corpus. , get at least one target skill corpus.

Optionally, when the first test result is that the target skill corpus conflicts, a change request is fed back, where the change request is used to prompt the user to edit the original skill corpus; the editing completion instruction is received, and the original is obtained based on the editing completion instruction. Skill corpus steps.

In an optional embodiment, when the target skill corpus conflicts, a change request can be fed back to the user so that the user can edit the original skill corpus according to the change request. After editing, the user can click the Finish button. , an editing completion command will be generated at this time. After receiving the editing completion command, you can perform the steps of obtaining the original skill corpus according to the editing completion command, and perform a conflict test on the edited original skill corpus until the original skill corpus is no longer Conflict arises.

Optionally, when the first test result is that there is no conflict in the target skill corpus, after completing the creation of the non-calling word skills in the development platform, the method also includes: performing a conflict test on the target skill corpus in the application platform, and obtain Second test result; if the second test result shows that there is no conflict in the target skill corpus, conduct a standard review on the created non-call word skills; if the standard review is passed, the non-call word skills will be launched on the application platform.

In an optional embodiment, after completing the creation of non-calling word skills in the development platform, a conflict test can also be performed on the target skill corpus in the application platform to once again ensure that the original skill corpus is consistent with other non-calling skills. There is no conflict in the skill corpus to avoid logic errors. When the second test result is that there is no conflict in the target skill corpus, the created non-calling skill can be reviewed to see if the non-calling skill complies with other specifications of the platform. If the standard review is passed, the non-calling skills can be launched on the application platform to make the non-calling skills public and convenient for users to use.

Optionally, if the second test result is that there is a conflict in the target skill corpus, it is prohibited to launch non-calling word skills in the application platform.

In an optional embodiment, when the second test result is that the target skill corpus conflicts, it means that the original skill corpus exists in other non-calling skills. At this time, the created non-calling skills need to be rejected in the application platform. skills to avoid logical confusion.

A preferred embodiment of the present invention will be described in detail below with reference to FIG. 2 .

Figure 2 shows a flow chart of skill creation according to an embodiment of the present invention. First, the developer starts to create the skill in the development platform, and then creates the intention. After the intention is created, the developer can create the skill as needed. Enter the skill corpus and the intention to create the skill, and edit the skill corpus. After editing the skill corpus, you can conduct a conflict test on the edited skill corpus. When a conflict occurs, re-edit the skill corpus until the conflict is resolved. Until no conflicts occur during testing, the creation of skills is completed in the development platform. At this time, the created skill can be submitted to the application platform for review, and the platform will conduct a conflict test on the corpus of the skill again. If a conflict occurs, the created skill will be directly rejected; if no conflict occurs, the skill can be This skill undergoes other reviews, for example, whether other aspects of the skill comply with platform specifications; if it complies with platform specifications, the skill will be launched on the application platform.

Figure 3 shows a schematic diagram of editing corpus according to an embodiment of the present invention. First, the developer directly inputs the skill corpus, such as "What kind of garbage are banana peels in Beijing?" and then marks the slot of the skill corpus "Beijing". , "Banana Peel", to obtain the dictionary associated with the slot. For example, "Beijing" can be associated with the dictionary of "Place", and "Banana" can be associated with the dictionary of "Garbage". In this way, "Shanghai" and "Shanghai" in the "Place" dictionary can be used The "napkin" in the "junk" dictionary is filled in the skill corpus and the "what kind of junk is a napkin in Shanghai" can also hit the skill.

It should be noted that the above dictionary can be edited and will be provided by its development platform. For example, the "Place" dictionary contains provinces, cities and regions in China.

As shown in Figure 4 is a schematic diagram of a developer conflict test according to an embodiment of the present invention. First, 10 words can be randomly selected from the slots according to the slots to combine several skill corpora, and then the combined several words can be combined. The skill corpus simulates the user's voice test through the interface and obtains the test results. The test results include the actual hit skills, NLP parsing results and reply words. When the actual hit skills are within the open range of the development platform, they are marked as not conflicting. , when the actual hit skill is within the open range of the development platform, it is marked as a conflict. If a conflict occurs, the developer needs to change the corpus himself. If there is no conflict, he can apply for online. When applying for online, the developer can fill in the information of the skill, and can apply for online submission for review.

Furthermore, when performing conflict testing on the application platform, the method for conducting conflict testing on the development platform is the same, and will not be described again here.

Through the above steps, after the developer edits the corpus, he or she can combine the corpus that the user can speak by extracting the slot dictionary. When performing conflict testing, the combined skill corpus can be tested using the interface, and whether it is marked according to the parsing results. Conflict opens up non-calling word skills and can control the risks of non-calling word skills, thus realizing non-calling word skills on the skills platform.

Currently, the way to interact with the Invoke Word skill is as follows:

When the user checks personal tax skills, the interaction of the calling words is:

User: "Open personal tax difference"

Voice assistant: "Welcome to pay personal tax"

User: "How much is the tax on a salary of 9,000 yuan in Beijing?"

Voice assistant: "In Beijing, the income tax for a salary of 9,000 yuan is 180 yuan."

Here's how to interact with non-invocation word skills:

User: "How much is the tax on a salary of 9,000 yuan in Beijing?"

Voice assistant: "In Beijing, the income tax for a salary of 9,000 yuan is 180 yuan."

Therefore, this application can open up the platform to create skills that can reduce user interaction costs, reduce the number of interaction rounds and interaction time, and can also reduce the user's memory cost. It does not require the user to remember the calling words, and the natural corpus can be hit directly by speaking skills to complete the interaction.

Example 2

According to an embodiment of the present invention, a skill creation device is also provided, which can execute the skill creation method in the above embodiment. The specific implementation manner and preferred application scenarios are the same as those in the above embodiment, and will not be described again here.

Figure 5 is a schematic diagram of a skill creation device according to an embodiment of the present invention. As shown in Figure 5, the device includes:

The first acquisition module 52 is used to obtain original skill corpus, where the original skill corpus is corpus that awakens non-calling word skills, and non-calling word skills are skills that do not require the use of calling words to awaken;

The identification module 54 is used to identify at least one slot of the skill corpus and obtain the replacement word for each slot;

The slot filling module 56 is used to fill the slots of the original skill corpus using replacement words based on the slots to obtain the target skill corpus;

The first test module 58 is used to conduct a conflict test on the target skill corpus, obtain the first test result, and complete the creation of the non-calling word skill in the development platform when the first test result shows that there is no conflict in the target skill corpus.

Optionally, the device further includes: a first creation module, configured to start creating a non-calling word skill according to a skill creation instruction, wherein the skill creation instruction includes at least one of the following: skill name, skill type; a second creation module, Used to create an intention for a non-calling word skill based on an intention creation instruction, wherein the intention creation instruction includes at least one of the following: an intention name, a user statement; and a second acquisition module for acquiring original skill corpus based on the intention.

Optionally, the identification module includes: an identification unit, used to identify at least one slot of the skill corpus; an acquisition unit, used to obtain the dictionary corresponding to each slot; and an extraction unit, used to extract the dictionary corresponding to each slot from Extract a preset number of replacement words from .

Optionally, the slot-filling module includes: a slot-filling unit, used to fill slots in the original skill corpus using a preset number of replacement words to obtain at least one target skill corpus.

Optionally, the device also includes: a feedback module, used to feedback a change request when the first test result is that the target skill corpus conflicts, wherein the change request is used to prompt the user to edit the original skill corpus; receive the edit Complete the instruction and execute the steps of obtaining the original skill corpus based on the editing completion instruction.

Optionally, the device also includes: a second test module, used to perform a conflict test on the target skill corpus in the application platform, and obtain a second test result; and an audit module, used to test the target skill corpus without conflict when the second test result is In the case of standard review, the created non-call word skills will be reviewed in a standardized way; the online module is used to launch the non-call word skills in the application platform if the standard review is passed.

Optionally, the device further includes: a prohibition module configured to prohibit the non-calling word skills from being launched in the application platform when the second test result is that the target skill corpus conflicts.

Embodiments of the present invention also provide a storage medium, which includes a stored program that performs any of the above methods when the program is run.

Optionally, in this embodiment, the above-mentioned storage medium may be configured to store program codes for performing the following steps:

S1. Obtain the original skill corpus, where the original skill corpus is the corpus for awakening non-calling word skills, and the non-calling word skills are skills that do not require the use of calling words to awaken;

S2. Identify at least one slot of the skill corpus and obtain the replacement word for each slot;

S3. Based on the slot, use replacement words to fill the slots of the original skill corpus to obtain the target skill corpus;

S4. Conduct a conflict test on the target skill corpus, obtain the first test result, and complete the creation of the non-call word skill in the development platform when the first test result shows that there is no conflict in the target skill corpus.

An embodiment of the present invention also provides an electronic device, including a memory and a processor. A computer program is stored in the memory, and the processor is configured to run the computer program to execute the steps in any of the above method embodiments.

Optionally, the above-mentioned electronic device may further include a transmission device and an input-output device, wherein the transmission device is connected to the above-mentioned processor, and the input-output device is connected to the above-mentioned processor.

Optionally, in this embodiment, the above-mentioned processor may be configured to perform the following steps through a computer program:

S1. Obtain the original skill corpus, where the original skill corpus is the corpus for awakening non-calling word skills, and the non-calling word skills are skills that do not require the use of calling words to awaken;

S2. Identify at least one slot of the skill corpus and obtain the replacement word for each slot;

S3. Based on the slot, use replacement words to fill the slots of the original skill corpus to obtain the target skill corpus;

S4. Conduct a conflict test on the target skill corpus, obtain the first test result, and complete the creation of the non-call word skill in the development platform when the first test result shows that there is no conflict in the target skill corpus.

Optionally, in this embodiment, the above storage medium may include but is not limited to: U disk, read-only memory (Read-Only Memory, referred to as ROM), random access memory (Random Access Memory, referred to as RAM), Various media that can store program code, such as mobile hard drives, magnetic disks, or optical disks.

Optionally, for specific examples in this embodiment, reference can be made to the examples described in the above-mentioned embodiments and optional implementations, and details will not be described again in this embodiment.

The method embodiments provided by the embodiments of this application can be executed in a computer terminal, a computer terminal, or a similar computing device. Taking running on a computer terminal as an example, FIG. 6 is a hardware structure block diagram of a computer terminal of a data request processing method according to an embodiment of the present invention. As shown in Figure 6, the computer terminal may include one or more (only one is shown in Figure 6) processors 602 (the processor 602 may include but is not limited to a processing device such as a microprocessor MCU or a programmable logic device FPGA) and a memory 604 for storing data. In an exemplary embodiment, the above-mentioned computer terminal may also include a transmission device 606 for communication functions and an input and output device 608. Persons of ordinary skill in the art can understand that the structure shown in FIG. 6 is only illustrative, and it does not limit the structure of the above-mentioned computer terminal. For example, the computer terminal may also include more or fewer components than shown in FIG. 6 , or have a different configuration with equivalent functions or more functions than shown in FIG. 6 .

The memory 604 can be used to store computer programs, for example, software programs and modules of application software, such as the computer program corresponding to the data request processing method in the embodiment of the present invention. The processor 602 runs the computer program stored in the memory 604, thereby Execute various functional applications and data processing, that is, implement the above methods. Memory 604 may include high-speed random access memory, and may also include non-volatile memory, such as one or more magnetic storage devices, flash memory, or other non-volatile solid-state memory. In some examples, the memory 604 may further include memory located remotely relative to the processor 602, and these remote memories may be connected to the computer terminal through a network. Examples of the above-mentioned networks include but are not limited to the Internet, intranets, local area networks, mobile communication networks and combinations thereof.

Transmission device 606 is used to receive or send data via a network. Specific examples of the above-mentioned network may include a wireless network provided by a communication provider of the computer terminal. In one example, the transmission device 606 includes a network adapter (Network Interface Controller, NIC for short), which can be connected to other network devices through a base station to communicate with the Internet. In one example, the transmission device 606 may be a radio frequency (Radio Frequency, RF for short) module, which is used to communicate with the Internet wirelessly.

Obviously, those skilled in the art should understand that the above-mentioned modules or steps of the present invention can be implemented using general-purpose computing devices. They can be concentrated on a single computing device, or distributed across a network composed of multiple computing devices. , optionally, they may be implemented in program code executable by a computing device, such that they may be stored in a storage device for execution by the computing device, and in some cases, may be in a sequence different from that herein. The steps shown or described are performed either individually as individual integrated circuit modules, or as multiple modules or steps among them as a single integrated circuit module. As such, the invention is not limited to any specific combination of hardware and software.

The above descriptions are only preferred embodiments of the present invention and are not intended to limit the present invention. For those skilled in the art, the present invention may have various modifications and changes. Any modifications, equivalent substitutions, improvements, etc. made within the principles of the present invention shall be included in the protection scope of the present invention.

Claims (12)

1. A skill creation method, comprising:

acquiring original skill corpus, wherein the original skill corpus is corpus for waking up non-called word skills, and the non-called word skills are skills for waking up without using called words;

identifying at least one slot of the skill corpus, and acquiring a replacement word of each slot;

based on the slot positions, filling slots into the original skill corpus by using the replacement words to obtain a target skill corpus;

performing conflict test on the target skill corpus to obtain a first test result, and completing creation of the non-calling word skills in a development platform under the condition that the first test result is that the target skill corpus is not in conflict;

when the first test result shows that the target skill corpus has conflict, a change request is fed back, wherein the change request is used for prompting a user to edit the original skill corpus;

receiving an editing completion instruction, acquiring an original skill corpus based on the editing completion instruction, and performing conflict test on the edited original skill corpus until the original skill corpus does not conflict;

wherein, discernment at least one slot of skill corpus to obtain the replacement word of every slot, include:

identifying at least one slot of the skill corpus;

acquiring a dictionary corresponding to each slot;

and extracting a preset number of replacement words from the dictionary corresponding to each slot.

2. The method of claim 1, wherein prior to obtaining the original skill corpus, the method further comprises:

starting to create the non-call word skills according to skill creation instructions, wherein the skill creation instructions comprise at least one of the following: skill name, skill type;

creating an intent of the non-invoking word skill according to an intent creation instruction, wherein the intent creation instruction comprises at least one of: intent name, user statement;

and acquiring the original skill corpus based on the intention.

3. The method of claim 1, wherein the filling the original skill corpus with the replacement word based on the slot position to obtain a target skill corpus comprises:

and filling the groove into the original skill corpus by using the preset number of the replacement words to obtain at least one target skill corpus.

4. The method of claim 1, wherein in the event that the first test result is that the target skill corpus does not conflict, after completion of creation of the non-invoking word skills in a development platform, the method further comprises:

performing conflict testing on the target skill corpus in an application platform to obtain a second testing result;

performing standard auditing on the created non-call word skills under the condition that the second test result is that the target skill corpus is not in conflict;

and if the specification audit is passed, the non-calling word skills are online in an application platform.

5. The method of claim 4, wherein the non-calling word skills are prohibited from being brought up in the application platform if the second test result is that there is a conflict with the target skill corpus.

6. A skill creation apparatus, comprising:

the first acquisition module is used for acquiring original skill corpus, wherein the original skill corpus is corpus for waking up non-called word skills, and the non-called word skills are skills which do not need to be woken up by using called words;

the recognition module is used for recognizing at least one slot position of the skill corpus and acquiring a replacement word of each slot position;

the groove filling module is used for filling grooves in the original skill corpus by using the replacement words based on the groove positions to obtain target skill corpus;

the first test module is used for performing conflict test on the target skill corpus to obtain a first test result, and completing creation of the non-calling word skills in a development platform under the condition that the first test result is that the target skill corpus is not in conflict;

wherein the apparatus further comprises: the feedback module is used for feeding back a change request when the first test result shows that the target skill corpus has conflict, wherein the change request is used for prompting a user to edit the original skill corpus; receiving an editing completion instruction, acquiring an original skill corpus based on the editing completion instruction, and performing conflict test on the edited original skill corpus until the original skill corpus does not conflict;

wherein, the identification module includes:

the recognition unit is used for recognizing at least one slot position of the skill corpus;

the acquisition unit is used for acquiring the dictionary corresponding to each slot position;

and the extraction unit is used for extracting a preset number of replacement words from the dictionary corresponding to each slot position.

7. The apparatus of claim 6, wherein the apparatus further comprises:

the first creating module is used for starting to create the non-call word skills according to skill creating instructions, wherein the skill creating instructions comprise at least one of the following steps: skill name, skill type;

a second creation module for creating an intent of the non-call word skill according to an intent creation instruction, wherein the intent creation instruction includes at least one of: intent name, user statement;

and the second acquisition module is used for acquiring the original skill corpus based on the intention.

8. The apparatus of claim 6, wherein the slot filling module comprises:

and the groove filling unit is used for filling grooves in the original skill corpus by utilizing the preset number of the replacement words to obtain at least one target skill corpus.

9. The apparatus of claim 6, wherein the apparatus further comprises:

the second testing module is used for performing conflict testing on the target skill corpus in the application platform to obtain a second testing result;

the auditing module is used for carrying out standard auditing on the established non-call word skills under the condition that the second test result is that the target skill corpus has no conflict;

and the online module is used for online the non-call word skills in the application platform under the condition that the standard audit is passed.

10. The apparatus of claim 9, wherein the apparatus further comprises:

and the prohibition module is used for prohibiting the non-calling word skills from being online in the application platform under the condition that the second test result shows that the target skill corpus has conflict.

11. A computer-readable storage medium, characterized in that the computer-readable storage medium comprises a stored program, wherein the program, when run, controls a device in which the computer-readable storage medium is located to perform the skill creation method of any of claims 1 to 5.

12. A processor for running a program, wherein the program when run performs the skill creation method of any of claims 1 to 5.