CN117172249A - Contract checking method, device, equipment and computer readable storage medium - Google Patents
Contract checking method, device, equipment and computer readable storage medium Download PDFInfo
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- 238000012552 review Methods 0.000 claims description 21
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Abstract
The present disclosure relates to a contract checking method, apparatus, device, and computer readable storage medium, wherein a title of a contract text to be checked is extracted by identifying the contract text to be checked, the title of the contract text to be checked is matched with a target title of a standard contract text, the contract text to be checked is split to obtain a plurality of section texts to be checked, the contract text to be checked is split into a plurality of section texts to be checked, each section text to be checked is checked based on a target checking model associated with the target standard section text corresponding to each section text to be checked, and a checking result of each section text to be checked is obtained.
Description
Technical Field
The present disclosure relates to the field of computer technology, and in particular, to a contract checking method, apparatus, device, and computer readable storage medium.
Background
The contract is an important evidence in the audit and verification process, and the compliance of the contract itself is a very important part of compliance audit.
Contract examination refers to examination of legal documents such as various contracts, agreements, performance vouchers and letters, and when contract examination is carried out, whether all contents in the contract documents are illegal or not is generally judged according to laws and regulations, for example, whether the contents of the documents accord with relevant laws and regulations, and whether relevant rights obligations are clear and reasonable or not; whether the rights and interests of the company are fully protected or not, and whether the rights and interests of the company are unfavorable or not; whether legal elements related to the file are complete, whether forbidden regulations related to laws and regulations are violated, and whether relevant regulatory regulations are met.
At present, examination or auditing of the contract is mainly performed manually, and an examiner judges and analyzes each section in the contract text according to own knowledge accumulation and examination experience, so that a great deal of time and labor are required, the examination efficiency is low, the examination is easily influenced by various external factors, and the examination accuracy is low.
Disclosure of Invention
In order to solve the above technical problems or at least partially solve the above technical problems, the present disclosure provides a contract checking method, apparatus, device and computer readable storage medium, so as to save time and manpower resources, improve checking efficiency, and improve checking accuracy.
In a first aspect, embodiments of the present disclosure provide a contract review method, the method comprising:
setting a hierarchical structure for a target title of a standard contract text, and splitting the standard contract text according to the hierarchical structure of the target title to obtain a plurality of standard edition texts;
acquiring a contract text to be checked, identifying the contract text to be checked, and extracting a title of the contract text to be checked;
matching the title of the contract text to be checked with the target title of the standard contract text, and splitting the contract text to be checked to obtain a plurality of section texts to be checked;
for each to-be-inspected edition text in the plurality of to-be-inspected edition texts, determining a target standard edition text corresponding to each to-be-inspected edition text from a plurality of standard edition texts;
determining a target review model associated with the target standard layout text corresponding to each layout text to be reviewed;
And checking each block text to be checked based on the target checking model to obtain checking results of each block text to be checked.
In some embodiments, the matching the title of the contract text to be checked with the target title of the standard contract text, splitting the contract text to be checked, to obtain a plurality of block texts to be checked, includes:
matching the title of the contract text to be checked with the target title of the standard contract text to obtain the corresponding relation between the title of the contract text to be checked and the target title of the standard contract text;
splitting the contract text to be checked based on the corresponding relation between the title of the contract text to be checked and the target title of the standard contract text to obtain a plurality of block texts to be checked.
In some embodiments, for each of the plurality of to-be-inspected layout text, determining, from a plurality of standard layout text, a target standard layout text corresponding to the each to-be-inspected layout text includes:
and for each to-be-inspected edition text in the plurality of to-be-inspected edition texts, respectively matching each to-be-inspected edition text with each standard edition text in the plurality of standard edition texts to obtain a target standard edition text corresponding to each to-be-inspected edition text.
In some embodiments, before the examining each piece of text to be examined based on the target examination model and obtaining the examination result of each piece of text to be examined, the method further includes:
and determining target keywords associated with the target standard layout text corresponding to each layout text to be checked.
In some embodiments, the determining the target keyword associated with the target standard layout text corresponding to each of the layout text to be examined includes:
marking each standard block text in the plurality of standard block texts respectively to obtain and store keywords associated with each standard block text;
and searching target keywords associated with the target standard layout text from the stored keywords associated with each standard layout text according to the target standard layout text corresponding to each layout text to be checked.
In some embodiments, the examining each piece of text to be examined based on the target examination model, to obtain an examination result of each piece of text to be examined, includes:
searching sentences in which the target keywords are located from the text of each section to be checked;
And examining sentences in which the target keywords are located based on the target examination model to obtain examination results of the text of each section to be examined.
In some embodiments, the searching the sentence in which the target keyword is located from each text of the section to be checked includes:
identifying each text of the to-be-checked edition, and searching the target keywords from each text of the to-be-checked edition;
and extracting sentences in which the target keywords are from each edition text to be checked.
In a second aspect, embodiments of the present disclosure provide a contract review apparatus, the apparatus comprising:
the first splitting module is used for setting a hierarchical structure for a target title of the standard contract text, and splitting the standard contract text according to the hierarchical structure of the target title to obtain a plurality of standard edition texts;
the identification module is used for acquiring the contract text to be checked, identifying the contract text to be checked and extracting the title of the contract text to be checked;
the second splitting module is used for matching the title of the contract text to be checked with the target title of the standard contract text, and splitting the contract text to be checked to obtain a plurality of edition text to be checked;
The first determining module is used for determining a target standard layout text corresponding to each to-be-checked layout text from a plurality of standard layout texts for each to-be-checked layout text in the plurality of to-be-checked layout texts;
the second determining module is used for determining a target examination model associated with the target standard block text corresponding to each block text to be examined;
and the examination module is used for examining each piece of text to be examined based on the target examination model to obtain an examination result of each piece of text to be examined.
In a third aspect, an embodiment of the present disclosure provides an electronic device, including:
a memory;
a processor; and
a computer program;
wherein the computer program is stored in the memory and configured to be executed by the processor to implement the method according to the first aspect.
In a fourth aspect, embodiments of the present disclosure provide a computer-readable storage medium having stored thereon a computer program for execution by a processor to implement the method of the first aspect.
In a fifth aspect, embodiments of the present disclosure also provide a computer program product comprising a computer program or instructions which, when executed by a processor, implement a method as described in the first aspect.
The contract checking method, device, equipment and computer readable storage medium provided by the embodiment of the disclosure are characterized in that a hierarchical structure is set for a target title of a standard contract text, the standard contract text is split according to the hierarchical structure of the target title to obtain a plurality of standard block texts, the standard block texts are acquired, the standard contract texts are identified, the titles of the standard contract texts are extracted, the titles of the standard contract texts are matched with the target titles of the standard contract texts, the standard contract texts are split to obtain a plurality of standard block texts, each standard block text corresponding to each standard block text is determined from the standard block texts, a target checking model associated with each target standard block text is determined, and each block is checked based on the target checking model to obtain a result of each block. Compared with the prior art, the method and the device for checking the contract text have the advantages that the contract text to be checked is split into the plurality of the plate text to be checked, each plate text to be checked is checked based on the target checking model associated with the target standard plate text corresponding to each plate text to be checked, the checking result of each plate text to be checked is obtained, the contract can be automatically checked comprehensively, the problems that the contract cannot be checked comprehensively, the efficiency is low and the accuracy is low in the traditional checking process can be solved, time and manpower resources can be saved, the checking efficiency is improved, and the checking accuracy is improved.
Drawings
The accompanying drawings, which are incorporated in and constitute a part of this specification, illustrate embodiments consistent with the disclosure and together with the description, serve to explain the principles of the disclosure.
In order to more clearly illustrate the embodiments of the present disclosure or the solutions in the prior art, the drawings that are required for the description of the embodiments or the prior art will be briefly described below, and it will be obvious to those skilled in the art that other drawings can be obtained from these drawings without inventive effort.
FIG. 1 is a flow chart of a contract review method provided by an embodiment of the present disclosure;
FIG. 2 is a flow chart of a contract review method provided by another embodiment of the present disclosure;
FIG. 3 is a flow chart of a contract review method provided by another embodiment of the present disclosure;
fig. 4 is a schematic structural diagram of a contract checking apparatus provided in an embodiment of the present disclosure;
fig. 5 is a schematic structural diagram of an electronic device according to an embodiment of the present disclosure.
Detailed Description
In order that the above objects, features and advantages of the present disclosure may be more clearly understood, a further description of aspects of the present disclosure will be provided below. It should be noted that, without conflict, the embodiments of the present disclosure and features in the embodiments may be combined with each other.
In the following description, numerous specific details are set forth in order to provide a thorough understanding of the present disclosure, but the present disclosure may be practiced otherwise than as described herein; it will be apparent that the embodiments in the specification are only some, but not all, embodiments of the disclosure.
The contract is an important evidence in the audit and verification process, and the compliance of the contract itself is a very important part of compliance audit.
Contract examination refers to examination of legal documents such as various contracts, agreements, performance vouchers and letters, and when contract examination is carried out, whether all contents in the contract documents are illegal or not is generally judged according to laws and regulations, for example, whether the contents of the documents accord with relevant laws and regulations, and whether relevant rights obligations are clear and reasonable or not; whether the rights and interests of the company are fully protected or not, and whether the rights and interests of the company are unfavorable or not; whether legal elements related to the file are complete, whether forbidden regulations related to laws and regulations are violated, and whether relevant regulatory regulations are met.
At present, examination or auditing of the contract is mainly performed manually, and an examiner judges and analyzes each section in the contract text according to own knowledge accumulation and examination experience, so that a great deal of time and labor are required, the examination efficiency is low, the examination is easily influenced by various external factors, and the examination accuracy is low. In response to this problem, embodiments of the present disclosure provide a contract review method, which is described below in connection with specific embodiments.
Fig. 1 is a flowchart of a contract checking method provided by an embodiment of the present disclosure. The execution subject of the method is an electronic device. The electronic equipment can be portable mobile equipment such as smart phones, tablet computers, notebook computers, vehicle navigation equipment, intelligent sports equipment and the like; the system can also be a fixed device such as a personal computer, an intelligent household appliance, a server and the like, wherein the server can be a single server, can be a server cluster, and can be a distributed cluster or a centralized cluster. The method can be applied to a scenario where a contract is reviewed. It will be appreciated that the contract review method provided by the embodiments of the present disclosure may also be applied in other scenarios.
The following describes the contract checking method shown in fig. 1, which includes the following specific steps:
s101, setting a hierarchical structure for a target title of a standard contract text, and splitting the standard contract text according to the hierarchical structure of the target title to obtain a plurality of standard edition texts.
In the step, the electronic equipment sets a hierarchical structure for a target title of the standard contract text, and splits the standard contract text according to the hierarchical structure of the target title to obtain a plurality of standard edition texts. Specifically, the electronic device performs longitudinal structural splitting on the standard contract text by taking the target title as a dividing line to obtain a plurality of standard block texts, for example, five standard block texts are obtained by splitting, wherein the standard block texts are respectively a standard block text A, a standard block text B, a standard block text C, a standard block text D and a standard block text E. Wherein each standard layout text comprises a target title and paragraph text under the target title.
S102, acquiring a contract text to be checked, identifying the contract text to be checked, and extracting a title of the contract text to be checked.
After a plurality of standard edition texts are obtained, the electronic equipment obtains the contract text to be checked, identifies the contract text to be checked and extracts the title of the contract text to be checked. The text of the contract to be checked can be an electronic version file or a scanning piece of a paper version file, and is not limited herein.
And S103, matching the title of the contract text to be checked with the target title of the standard contract text, and splitting the contract text to be checked to obtain a plurality of edition text to be checked.
In the step, after extracting the title of the contract text to be checked, the electronic equipment matches the title of the contract text to be checked with the target title of the standard contract text, splits the contract text to be checked, and obtains a plurality of block texts to be checked. Specifically, the title of the contract text to be checked and the target title of the standard contract text can be subjected to similarity matching, if the similarity is larger than a preset threshold, the successful matching is determined, and the contract text to be checked is further split according to the successfully matched title in the contract text to be checked, so that a plurality of section texts to be checked are obtained. Each section text to be checked comprises a title and paragraph text under the title.
S104, determining a target standard layout text corresponding to each to-be-checked layout text from a plurality of standard layout texts for each to-be-checked layout text in the plurality of to-be-checked layout texts.
Further, for each of the plurality of to-be-inspected layout texts, determining a target standard layout text corresponding to each to-be-inspected layout text from a plurality of standard layout texts. The essence of the step is that each to-be-checked edition text in a plurality of to-be-checked edition texts corresponds to a plurality of standard edition texts, and a corresponding target standard edition text is determined for each to-be-checked edition text.
S105, determining a target review model associated with the target standard layout text corresponding to each layout text to be reviewed.
After determining the target standard layout text corresponding to each to-be-inspected layout text, the electronic device may further determine a target inspection model associated with the target standard layout text corresponding to each to-be-inspected layout text. And determining the target examination model corresponding to each block text to be examined according to the target standard block text corresponding to each block text to be examined.
S106, checking each block text to be checked based on the target checking model to obtain checking results of each block text to be checked.
After determining the target inspection model associated with the target standard layout text corresponding to each layout text to be inspected, the electronic device can inspect each layout text to be inspected based on the target inspection model to obtain an inspection result of each layout text to be inspected. Specifically, inputting each text of the to-be-inspected edition into the target inspection model, and outputting the inspection result of each text of the to-be-inspected edition through the target inspection model. In some alternative embodiments, the result of the examination of each text of the section to be examined includes compliance, or non-compliance, and displaying non-compliance text content, which is not specifically limited herein.
According to the embodiment of the disclosure, a hierarchical structure is set for a target title of a standard contract text, the standard contract text is split according to the hierarchical structure of the target title to obtain a plurality of standard edition texts, the standard edition texts are obtained, the standard contract text is identified, the title of the standard contract text is extracted, the title of the standard contract text is matched with the target title of the standard contract text, the standard contract text is split to obtain a plurality of edition texts to be inspected, for each edition text to be inspected in the plurality of edition texts to be inspected, a target standard edition text corresponding to each edition text to be inspected is determined from the plurality of standard edition texts, a target inspection model associated with the target standard edition text corresponding to each edition text to be inspected is determined, and inspection results of each edition text to be inspected are obtained based on the target inspection model. Compared with the prior art, the method and the device for checking the contract text have the advantages that the contract text to be checked is split into the plurality of the plate text to be checked, each plate text to be checked is checked based on the target checking model associated with the target standard plate text corresponding to each plate text to be checked, the checking result of each plate text to be checked is obtained, the contract can be automatically checked comprehensively, the problems that the contract cannot be checked comprehensively, the efficiency is low and the accuracy is low in the traditional checking process can be solved, time and manpower resources can be saved, the checking efficiency is improved, and the checking accuracy is improved.
Fig. 2 is a flowchart of a contract checking method according to another embodiment of the disclosure, as shown in fig. 2, the method includes the following steps:
s201, setting a hierarchical structure for a target title of a standard contract text, and splitting the standard contract text according to the hierarchical structure of the target title to obtain a plurality of standard edition texts.
Specifically, the implementation process and principle of S201 and S101 are consistent, and will not be described herein.
S202, acquiring a contract text to be checked, identifying the contract text to be checked, and extracting a title of the contract text to be checked.
Specifically, the implementation process and principle of S202 and S102 are consistent, and will not be described herein.
And S203, matching the title of the contract text to be checked with the target title of the standard contract text to obtain the corresponding relation between the title of the contract text to be checked and the target title of the standard contract text.
In this step, the electronic device matches the title of the contract text to be checked with the target title of the standard contract text to obtain the corresponding relationship between the title of the contract text to be checked and the target title of the standard contract text. Specifically, the similarity between each title of the contract text to be checked and each target title of the standard contract text is calculated through traversal, if the similarity between the title Q of the contract text to be checked and the target title Q of the standard contract text is larger than a preset threshold, the title Q and the target title Q are successfully matched, the title Q and the target title Q which are successfully matched are corresponding relations, and the corresponding relations between each title of the contract text to be checked and each target title of the standard contract text are further obtained.
S204, splitting the contract text to be checked based on the corresponding relation between the title of the contract text to be checked and the target title of the standard contract text to obtain a plurality of block texts to be checked.
In the step, the electronic equipment splits the contract text to be checked according to the corresponding relation between the title of the contract text to be checked and the target title of the standard contract text to obtain a plurality of edition text to be checked. Specifically, according to the title with the corresponding relation with the target title of the standard contract text in the titles of the contract text to be checked, carrying out longitudinal structural splitting on the contract text to be checked to obtain a plurality of block texts to be checked.
S205, for each of the plurality of block texts to be checked, matching each block text to be checked with each standard block text in the plurality of standard block texts respectively to obtain a target standard block text corresponding to each block text to be checked.
In the step, after a plurality of to-be-inspected edition texts are obtained, the electronic equipment respectively matches each to-be-inspected edition text with each standard edition text in the plurality of standard edition texts for each to-be-inspected edition text in the plurality of to-be-inspected edition texts, and a target standard edition text corresponding to each to-be-inspected edition text is obtained. The essence of the step is that the target standard layout text corresponding to each layout text to be checked is determined, so that the layout text to be checked can be checked conveniently based on a checking model corresponding to the target standard layout text.
S206, determining a target review model associated with the target standard layout text corresponding to each layout text to be reviewed.
Specifically, the implementation process and principle of S206 and S105 are identical, and will not be described herein.
S207, determining target keywords associated with the target standard layout text corresponding to each layout text to be checked.
In the step, the electronic equipment determines target keywords associated with the target standard layout text corresponding to each layout text to be checked. Specifically, the user may preset keywords associated with each standard layout text and store the keywords in the electronic device, where the electronic device determines, from the keywords associated with each standard layout text, a target keyword associated with the target standard layout text corresponding to each layout text to be checked.
S208, searching sentences in which the target keywords are located from the text of each section to be checked.
After determining the target keywords, the electronic equipment further searches sentences in which the target keywords are located from each text of the to-be-checked edition.
S209, examining sentences in which the target keywords are located based on the target examination model to obtain examination results of the text of each section to be examined.
In this embodiment, the sentence in which the target keyword is located is inspected based on the target inspection model, so as to obtain an inspection result of each text of the section to be inspected. Specifically, the sentence where the target keyword is located is input into the target examination model, and the examination result of each block text to be examined is output through the target examination model. In some alternative embodiments, the result of the examination of each text of the section to be examined includes compliance, or non-compliance, and displaying non-compliance text content, which is not specifically limited herein.
Compared with the prior art, the embodiment of the disclosure splits a standard contract text according to the hierarchical structure of the target contract text to obtain a plurality of standard edition texts, acquires the to-be-checked contract text, identifies the to-be-checked contract text, extracts the title of the to-be-checked contract text, matches the title of the to-be-checked contract text with the target title of the standard contract text to obtain the corresponding relation between the title of the to-be-checked contract text and the target title of the standard contract text, and splits the to-be-checked contract text based on the corresponding relation between the title of the to-be-checked contract text and the target title of the standard contract text to obtain a plurality of to-be-checked edition texts. Further, for each to-be-inspected edition text in the plurality of to-be-inspected edition texts, matching the to-be-inspected edition text with each standard edition text in the plurality of standard edition texts respectively to obtain a target standard edition text corresponding to the to-be-inspected edition text, determining a target inspection model associated with the target standard edition text corresponding to the to-be-inspected edition text, and determining a target keyword associated with the target standard edition text corresponding to the to-be-inspected edition text. And searching sentences in which the target keywords are located from the text of each section to be checked, and checking the sentences in which the target keywords are located based on the target checking model to obtain checking results of the text of each section to be checked. According to the embodiment of the disclosure, the contract text to be checked is split into the plurality of the section texts to be checked, the statement in which the target keyword is located is searched from each section text to be checked, the statement in which the target keyword is located is checked based on the target checking model, so that the checking result of each section text to be checked is obtained, the contract can be automatically checked comprehensively, the problems that the contract cannot be checked comprehensively, the efficiency is low and the accuracy is low in the traditional checking process can be solved, time and manpower resources can be saved, the checking efficiency is improved, and the checking accuracy is improved.
Fig. 3 is a flowchart of a contract checking method according to another embodiment of the disclosure, as shown in fig. 3, the method includes the following steps:
s301, setting a hierarchical structure for a target title of a standard contract text, and splitting the standard contract text according to the hierarchical structure of the target title to obtain a plurality of standard edition texts.
Specifically, the implementation process and principle of S301 and S101 are identical, and will not be described herein.
S302, acquiring a contract text to be checked, identifying the contract text to be checked, and extracting a title of the contract text to be checked.
Specifically, the implementation process and principle of S302 and S102 are consistent, and will not be described herein.
And S303, matching the title of the contract text to be checked with the target title of the standard contract text, and splitting the contract text to be checked to obtain a plurality of edition text to be checked.
Specifically, the implementation process and principle of S303 and S103 are identical, and will not be described herein.
S304, determining a target standard layout text corresponding to each to-be-checked layout text from a plurality of standard layout texts for each to-be-checked layout text in the plurality of to-be-checked layout texts.
Specifically, the implementation process and principle of S304 and S104 are consistent, and will not be described herein.
S305, determining a target review model associated with the target standard layout text corresponding to each layout text to be reviewed.
Specifically, the implementation process and principle of S305 and S105 are consistent, and will not be described herein.
S306, determining target keywords associated with the target standard layout text corresponding to each layout text to be checked.
Specifically, the implementation process and principle of S306 and S207 are identical, and will not be described herein.
S307, identifying each section text to be checked, and searching the target keywords from each section text to be checked.
After determining the target keywords associated with the target standard layout text corresponding to each layout text to be checked, the electronic device may identify each layout text to be checked, and search the target keywords from each layout text to be checked.
S308, extracting sentences in which the target keywords are located from the text of each section to be checked.
After the target keywords are searched, the electronic equipment further extracts sentences in which the target keywords are located from each text of the to-be-checked edition.
S309, checking sentences in which the target keywords are located based on the target checking model to obtain checking results of the text of each section to be checked.
Specifically, the implementation process and principle of S309 and S209 are identical, and will not be described herein.
According to the embodiment of the disclosure, a hierarchical structure is set for a target title of a standard contract text, the standard contract text is split according to the hierarchical structure of the target title to obtain a plurality of standard edition texts, the to-be-checked contract text is obtained, the to-be-checked contract text is identified, the title of the to-be-checked contract text is extracted, the title of the to-be-checked contract text is matched with the target title of the standard contract text, and the to-be-checked contract text is split to obtain a plurality of to-be-checked edition texts. Further, for each to-be-inspected block text in the plurality of to-be-inspected block texts, determining a target standard block text corresponding to each to-be-inspected block text from a plurality of standard block texts, determining a target inspection model associated with the target standard block text corresponding to each to-be-inspected block text, and determining a target keyword associated with the target standard block text corresponding to each to-be-inspected block text. And identifying each text to be checked, searching the target keywords from each text to be checked, extracting sentences in which the target keywords are located from each text to be checked, and checking the sentences in which the target keywords are located based on the target checking model to obtain checking results of each text to be checked. According to the embodiment of the disclosure, the contract text to be checked is split into the plurality of the plate text to be checked, the target keyword is searched from each plate text to be checked, the statement in which the target keyword is located is extracted from each plate text to be checked, the statement in which the target keyword is located is checked based on the target checking model, and the checking result of each plate text to be checked is obtained, so that the contract can be automatically checked comprehensively, the problems that the contract cannot be checked comprehensively, the efficiency is low and the accuracy is low in the traditional checking process can be solved, time and manpower resources can be saved, the checking efficiency is improved, and the checking accuracy is improved.
Fig. 4 is a schematic structural diagram of a contract checking apparatus provided in an embodiment of the present disclosure. The contract checking means may be the electronic device as described in the above embodiment, or the contract checking means may be a part or component in the electronic device. The contract checking apparatus provided by the embodiment of the present disclosure may execute the processing flow provided by the embodiment of the contract checking method, as shown in fig. 4, the contract checking apparatus 40 includes: a first splitting module 41, an identification module 42, a second splitting module 43, a first determining module 44, a second determining module 45, and a review module 46; the first splitting module 41 is configured to set a hierarchical structure for a target title of a standard contract text, and split the standard contract text according to the hierarchical structure of the target title to obtain a plurality of standard edition texts; the recognition module 42 is configured to obtain a contract text to be checked, recognize the contract text to be checked, and extract a title of the contract text to be checked; the second splitting module 43 is configured to match a title of the contract text to be checked with a target title of the standard contract text, and split the contract text to be checked to obtain a plurality of section texts to be checked; the first determining module 44 is configured to determine, for each to-be-inspected block text in the plurality of to-be-inspected block texts, a target standard block text corresponding to the each to-be-inspected block text from a plurality of standard block texts; the second determining module 45 is configured to determine a target review model associated with the target standard layout text corresponding to each layout text to be reviewed; the review module 46 is configured to review each text of the to-be-reviewed layout based on the target review model, and obtain a review result of each text of the to-be-reviewed layout.
Optionally, the second splitting module 43 matches the title of the to-be-inspected contract text with the target title of the standard contract text, and splits the to-be-inspected contract text to obtain a plurality of to-be-inspected edition texts, which is specifically configured to: matching the title of the contract text to be checked with the target title of the standard contract text to obtain the corresponding relation between the title of the contract text to be checked and the target title of the standard contract text; splitting the contract text to be checked based on the corresponding relation between the title of the contract text to be checked and the target title of the standard contract text to obtain a plurality of block texts to be checked.
Optionally, when the first determining module 44 determines, for each to-be-inspected block text in the plurality of to-be-inspected block texts, a target standard block text corresponding to each to-be-inspected block text from a plurality of standard block texts, the method is specifically used for: and for each to-be-inspected edition text in the plurality of to-be-inspected edition texts, respectively matching each to-be-inspected edition text with each standard edition text in the plurality of standard edition texts to obtain a target standard edition text corresponding to each to-be-inspected edition text.
Optionally, the second determining module 45 is further configured to, before performing an inspection on the text of each section to be inspected based on the target inspection model to obtain an inspection result of the text of each section to be inspected, determine that the second determining module 45 is further configured to: and determining target keywords associated with the target standard layout text corresponding to each layout text to be checked.
Optionally, when the second determining module 45 determines the target keyword associated with the target standard layout text corresponding to each layout text to be examined, the method is specifically used for: marking each standard block text in the plurality of standard block texts respectively to obtain and store keywords associated with each standard block text; and searching target keywords associated with the target standard layout text from the stored keywords associated with each standard layout text according to the target standard layout text corresponding to each layout text to be checked.
Optionally, the censoring module 46 is configured to censor each text of the section to be censored based on the target censoring model, and when obtaining a censoring result of each text of the section to be censored, the censoring module is specifically configured to: searching sentences in which the target keywords are located from the text of each section to be checked; and examining sentences in which the target keywords are located based on the target examination model to obtain examination results of the text of each section to be examined.
Optionally, when the censoring module 46 searches the sentence in which the target keyword is located from the text of each section to be censored, the censoring module is specifically configured to: identifying each text of the to-be-checked edition, and searching the target keywords from each text of the to-be-checked edition; and extracting sentences in which the target keywords are from each edition text to be checked.
The contract checking device of the embodiment shown in fig. 4 may be used to implement the technical solution of the above method embodiment, and its implementation principle and technical effects are similar, and will not be described here again.
Fig. 5 is a schematic structural diagram of an electronic device in an embodiment of the disclosure. Referring now in particular to fig. 5, a schematic diagram of an electronic device 600 suitable for use in implementing embodiments of the present disclosure is shown. The electronic device shown in fig. 5 is merely an example and should not be construed to limit the functionality and scope of use of the disclosed embodiments.
As shown in fig. 5, the electronic device 600 may include a processing means (e.g., a central processor, a graphics processor, etc.) 601 that may perform various suitable actions and processes to implement the contract checking method of the embodiments as described in the present disclosure according to a program stored in a Read Only Memory (ROM) 602 or a program loaded from a storage means 608 into a Random Access Memory (RAM) 603. In the RAM 603, various programs and data required for the operation of the electronic apparatus 600 are also stored. The processing device 601, the ROM 602, and the RAM 603 are connected to each other through a bus 604. An input/output (I/O) interface 605 is also connected to bus 604.
In general, the following devices may be connected to the I/O interface 605: input devices 606 including, for example, a touch screen, touchpad, keyboard, mouse, camera, microphone, accelerometer, gyroscope, and the like; an output device 607 including, for example, a Liquid Crystal Display (LCD), a speaker, a vibrator, and the like; storage 608 including, for example, magnetic tape, hard disk, etc.; and a communication device 609. The communication means 609 may allow the electronic device 600 to communicate with other devices wirelessly or by wire to exchange data. While fig. 5 shows an electronic device 600 having various means, it is to be understood that not all of the illustrated means are required to be implemented or provided. More or fewer devices may be implemented or provided instead.
In particular, according to embodiments of the present disclosure, the processes described above with reference to flowcharts may be implemented as computer software programs. For example, embodiments of the present disclosure include a computer program product comprising a computer program embodied on a non-transitory computer readable medium, the computer program comprising program code for performing the method shown in the flow chart, thereby implementing the contract review method as described above. In such an embodiment, the computer program may be downloaded and installed from a network via communication means 609, or from storage means 608, or from ROM 602. The above-described functions defined in the methods of the embodiments of the present disclosure are performed when the computer program is executed by the processing device 601.
It should be noted that the computer readable medium described in the present disclosure may be a computer readable signal medium or a computer readable storage medium, or any combination of the two. The computer readable storage medium can be, for example, but not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or a combination of any of the foregoing. More specific examples of the computer-readable storage medium may include, but are not limited to: an electrical connection having one or more wires, a portable computer diskette, a hard disk, a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing. In the context of this disclosure, a computer-readable storage medium may be any tangible medium that can contain, or store a program for use by or in connection with an instruction execution system, apparatus, or device. In the present disclosure, however, the computer-readable signal medium may include a data signal propagated in baseband or as part of a carrier wave, with the computer-readable program code embodied therein. Such a propagated data signal may take any of a variety of forms, including, but not limited to, electro-magnetic, optical, or any suitable combination of the foregoing. A computer readable signal medium may also be any computer readable medium that is not a computer readable storage medium and that can communicate, propagate, or transport a program for use by or in connection with an instruction execution system, apparatus, or device. Program code embodied on a computer readable medium may be transmitted using any appropriate medium, including but not limited to: electrical wires, fiber optic cables, RF (radio frequency), and the like, or any suitable combination of the foregoing.
In some implementations, the clients, servers may communicate using any currently known or future developed network protocol, such as HTTP (HyperText Transfer Protocol ), and may be interconnected with any form or medium of digital data communication (e.g., a communication network). Examples of communication networks include a local area network ("LAN"), a wide area network ("WAN"), the internet (e.g., the internet), and peer-to-peer networks (e.g., ad hoc peer-to-peer networks), as well as any currently known or future developed networks.
The computer readable medium may be contained in the electronic device; or may exist alone without being incorporated into the electronic device.
The computer readable medium carries one or more programs which, when executed by the electronic device, cause the electronic device to:
setting a hierarchical structure for a target title of a standard contract text, and splitting the standard contract text according to the hierarchical structure of the target title to obtain a plurality of standard edition texts;
acquiring a contract text to be checked, identifying the contract text to be checked, and extracting a title of the contract text to be checked;
Matching the title of the contract text to be checked with the target title of the standard contract text, and splitting the contract text to be checked to obtain a plurality of section texts to be checked;
for each to-be-inspected edition text in the plurality of to-be-inspected edition texts, determining a target standard edition text corresponding to each to-be-inspected edition text from a plurality of standard edition texts;
determining a target review model associated with the target standard layout text corresponding to each layout text to be reviewed;
and checking each block text to be checked based on the target checking model to obtain checking results of each block text to be checked.
Alternatively, the electronic device may perform other steps described in the above embodiments when the above one or more programs are executed by the electronic device.
Computer program code for carrying out operations of the present disclosure may be written in one or more programming languages, including, but not limited to, an object oriented programming language such as Java, smalltalk, C ++ and conventional procedural programming languages, such as the "C" programming language or similar programming languages. The program code may execute entirely on the user's computer, partly on the user's computer, as a stand-alone software package, partly on the user's computer and partly on a remote computer or entirely on the remote computer or server. In the case of a remote computer, the remote computer may be connected to the user's computer through any kind of network, including a Local Area Network (LAN) or a Wide Area Network (WAN), or may be connected to an external computer (for example, through the Internet using an Internet service provider).
The flowcharts and block diagrams in the figures illustrate the architecture, functionality, and operation of possible implementations of systems, methods and computer program products according to various embodiments of the present disclosure. In this regard, each block in the flowchart or block diagrams may represent a module, segment, or portion of code, which comprises one or more executable instructions for implementing the specified logical function(s). It should also be noted that, in some alternative implementations, the functions noted in the block may occur out of the order noted in the figures. For example, two blocks shown in succession may, in fact, be executed substantially concurrently, or the blocks may sometimes be executed in the reverse order, depending upon the functionality involved. It will also be noted that each block of the block diagrams and/or flowchart illustration, and combinations of blocks in the block diagrams and/or flowchart illustration, can be implemented by special purpose hardware-based systems which perform the specified functions or acts, or combinations of special purpose hardware and computer instructions.
The units involved in the embodiments of the present disclosure may be implemented by means of software, or may be implemented by means of hardware. Wherein the names of the units do not constitute a limitation of the units themselves in some cases.
The functions described above herein may be performed, at least in part, by one or more hardware logic components. For example, without limitation, exemplary types of hardware logic components that may be used include: a Field Programmable Gate Array (FPGA), an Application Specific Integrated Circuit (ASIC), an Application Specific Standard Product (ASSP), a system on a chip (SOC), a Complex Programmable Logic Device (CPLD), and the like.
In the context of this disclosure, a machine-readable medium may be a tangible medium that can contain, or store a program for use by or in connection with an instruction execution system, apparatus, or device. The machine-readable medium may be a machine-readable signal medium or a machine-readable storage medium. The machine-readable medium may include, but is not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any suitable combination of the foregoing. More specific examples of a machine-readable storage medium would include an electrical connection based on one or more wires, a portable computer diskette, a hard disk, a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing.
The foregoing description is only of the preferred embodiments of the present disclosure and description of the principles of the technology being employed. It will be appreciated by persons skilled in the art that the scope of the disclosure referred to in this disclosure is not limited to the specific combinations of features described above, but also covers other embodiments which may be formed by any combination of features described above or equivalents thereof without departing from the spirit of the disclosure. Such as those described above, are mutually substituted with the technical features having similar functions disclosed in the present disclosure (but not limited thereto).
Moreover, although operations are depicted in a particular order, this should not be understood as requiring that such operations be performed in the particular order shown or in sequential order. In certain circumstances, multitasking and parallel processing may be advantageous. Likewise, while several specific implementation details are included in the above discussion, these should not be construed as limiting the scope of the present disclosure. Certain features that are described in the context of separate embodiments can also be implemented in combination in a single embodiment. Conversely, various features that are described in the context of a single embodiment can also be implemented in multiple embodiments separately or in any suitable subcombination.
Although the subject matter has been described in language specific to structural features and/or methodological acts, it is to be understood that the subject matter defined in the appended claims is not necessarily limited to the specific features or acts described above. Rather, the specific features and acts described above are example forms of implementing the claims.
Claims (10)
1. A method of contract review, the method comprising:
setting a hierarchical structure for a target title of a standard contract text, and splitting the standard contract text according to the hierarchical structure of the target title to obtain a plurality of standard edition texts;
acquiring a contract text to be checked, identifying the contract text to be checked, and extracting a title of the contract text to be checked;
matching the title of the contract text to be checked with the target title of the standard contract text, and splitting the contract text to be checked to obtain a plurality of section texts to be checked;
for each to-be-inspected edition text in the plurality of to-be-inspected edition texts, determining a target standard edition text corresponding to each to-be-inspected edition text from a plurality of standard edition texts;
Determining a target review model associated with the target standard layout text corresponding to each layout text to be reviewed;
and checking each block text to be checked based on the target checking model to obtain checking results of each block text to be checked.
2. The method of claim 1, wherein the matching the title of the contract text to be inspected with the target title of the standard contract text, splitting the contract text to be inspected, and obtaining a plurality of section text to be inspected, includes:
matching the title of the contract text to be checked with the target title of the standard contract text to obtain the corresponding relation between the title of the contract text to be checked and the target title of the standard contract text;
splitting the contract text to be checked based on the corresponding relation between the title of the contract text to be checked and the target title of the standard contract text to obtain a plurality of block texts to be checked.
3. The method of claim 1, wherein the determining, for each of the plurality of block text to be inspected, a target standard block text corresponding to the each block text to be inspected from a plurality of standard block texts, comprises:
And for each to-be-inspected edition text in the plurality of to-be-inspected edition texts, respectively matching each to-be-inspected edition text with each standard edition text in the plurality of standard edition texts to obtain a target standard edition text corresponding to each to-be-inspected edition text.
4. The method of claim 1, wherein before the examining each of the block texts to be examined based on the target examination model, the method further comprises:
and determining target keywords associated with the target standard layout text corresponding to each layout text to be checked.
5. The method of claim 4, wherein the determining the target keywords associated with the target standard layout text corresponding to each layout text to be examined comprises:
marking each standard block text in the plurality of standard block texts respectively to obtain and store keywords associated with each standard block text;
and searching target keywords associated with the target standard layout text from the stored keywords associated with each standard layout text according to the target standard layout text corresponding to each layout text to be checked.
6. The method of claim 4, wherein the examining each text of the section to be examined based on the target examination model to obtain the examination result of each text of the section to be examined comprises:
searching sentences in which the target keywords are located from the text of each section to be checked;
and examining sentences in which the target keywords are located based on the target examination model to obtain examination results of the text of each section to be examined.
7. The method of claim 6, wherein the searching for the sentence in which the target keyword is located from each text of the section to be examined comprises:
identifying each text of the to-be-checked edition, and searching the target keywords from each text of the to-be-checked edition;
and extracting sentences in which the target keywords are from each edition text to be checked.
8. A contract checking apparatus, characterized by comprising:
the first splitting module is used for setting a hierarchical structure for a target title of the standard contract text, and splitting the standard contract text according to the hierarchical structure of the target title to obtain a plurality of standard edition texts;
The identification module is used for acquiring the contract text to be checked, identifying the contract text to be checked and extracting the title of the contract text to be checked;
the second splitting module is used for matching the title of the contract text to be checked with the target title of the standard contract text, and splitting the contract text to be checked to obtain a plurality of edition text to be checked;
the first determining module is used for determining a target standard layout text corresponding to each to-be-checked layout text from a plurality of standard layout texts for each to-be-checked layout text in the plurality of to-be-checked layout texts;
the second determining module is used for determining a target examination model associated with the target standard block text corresponding to each block text to be examined;
and the examination module is used for examining each piece of text to be examined based on the target examination model to obtain an examination result of each piece of text to be examined.
9. An electronic device, comprising:
a memory;
a processor; and
a computer program;
wherein the computer program is stored in the memory and configured to be executed by the processor to implement the method of any one of claims 1-7.
10. A computer readable storage medium, on which a computer program is stored, which computer program, when being executed by a processor, implements the method according to any of claims 1-7.
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