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公开(公告)号：US20240184979A1
公开(公告)日：2024-06-06
申请号：US18075497
申请日：2022-12-06
发明人： Mukul SINGH , José Pablo CAMBRONERO SÁNCHEZ , Sumit GULWANI , Vu Minh LE , Carina Suzana NEGREANU , Mohammad RAZA , Daniel Galen SIMMONS , Gust Ben Anneloes VERBRUGGEN
CPC分类号： G06F16/355 , G06F40/18
摘要： Some embodiments automatically generate data processing rules based on positive examples of processed data, e.g., formatting rules based on formatted data, filtering rules based on filtered data, or validating rules based on valid data. Some embodiments also use negative examples, e.g., unformatted data. A machine learning rule generation architecture includes a predicate generator, a cell cluster creator, a rule enumerator, and in some versions a rule ranker. Formatting rules written by a user are replaced by simpler autogenerated rules. Spreadsheet formatting rule functionality is enhanced, and surfaced in a user interface.
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公开(公告)号：US20230289523A1
公开(公告)日：2023-09-14
申请号：US17693285
申请日：2022-03-11
发明人： Rohan Jayesh BAVISHI , José Pablo CAMBRONERO SÁNCHEZ , Anna FARIHA , Sumit GULWANI , Vu Minh LE , Ivan RADICEK , Daniel Galen SIMMONS , Ashish TIWARI
IPC分类号： G06F40/211 , G06F40/284 , G06F8/30 , G06F16/332
CPC分类号： G06F40/211 , G06F40/284 , G06F8/31 , G06F16/3329
摘要： Techniques are described herein that are capable of creating a language-agnostic computer program repair engine generator. A context-free grammar is annotated to identify token(s) that are likely to be included in or excluded from a computer program in a manner that violates the context-free grammar. A language-agnostic computer program repair engine generator is created that is configured to generate a parser. The repair engine generator is configured to create a repair engine that: converts the candidate string into repaired strings that neither violate the context-free grammar nor violate a criterion for a valid computer program; calculates differences between the candidate string and the respective repaired strings; and replaces the candidate string with a designated repaired string based at least in part on the difference between the designated repaired string and the candidate string being less than or equal to a difference threshold.
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公开(公告)号：US20240256423A1
公开(公告)日：2024-08-01
申请号：US18159712
申请日：2023-01-26
发明人： Jialu ZHANG , José Pablo CAMBRONERO SÁNCHEZ , Gustavo ARAUJO SOARES , Vu Minh LE , Sumit GULWANI , Gust Ben Anneloes VERBRUGGEN
CPC分类号： G06F11/3608 , G06F8/42 , G06F8/71
摘要： Some embodiments generate prompts and submit them in queries to a language model trained on code to perform automated program repair. Some embodiments fix syntactic mistakes and semantic mistakes by combining multimodal prompts, iterative querying, test-case-based selection of few-shots, and program chunking. In some cases, edit distance is minimized between an initial flawed program and the automatically created improved version of that program. The initial flawed program is obtained from a programming student, or from a source code generator.
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公开(公告)号：US20230280989A1
公开(公告)日：2023-09-07
申请号：US17687577
申请日：2022-03-04
发明人： José Pablo CAMBRONERO SÁNCHEZ , Sumit GULWANI , Vu Minh LE , Daniel PERELMAN , Arjun RADHAKRISHNA , Daniel Galen SIMMONS , Clint Michael SIMON , Ashish TIWARI
IPC分类号： G06F8/41 , G06F40/211 , G06F40/30
CPC分类号： G06F8/436 , G06F8/427 , G06F40/211 , G06F40/30
摘要： Techniques are described herein that are capable of synthesizing a computer program to include idiomatic function(s) and semantically-meaningful variable(s) using programming by example. For instance, an intent of a user to synthesize a computer program to include functionality configured to generate sample output(s) from respective input(s) is determined based at least in part on receipt of the sample input(s) and the respective sample output(s) from the user. Based at least in part on the determined intent, the computer program is synthesized to include the idiomatic function(s) by configuring the idiomatic function(s) to have the target functionality and to conform to a convention of the target domain-specific language associated with a textual representation of the computer program to be displayed to the user. Non-semantically-meaningful variable(s) included among the idiomatic function(s) are replaced with the respective semantically-meaningful variable(s). The textual representation of the computer program is caused to be displayed to the user.
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公开(公告)号：US20230229850A1
公开(公告)日：2023-07-20
申请号：US17576652
申请日：2022-01-14
发明人： Mohammad RAZA , Arjun RADHAKRISHNA , José Pablo CAMBRONERO SÁNCHEZ , Sumit GULWANI , John Francis LAM , Vu Minh LE , Daniel MORRIS , Daniel Adam PERELMAN , Daniel Galen SIMMONS , Gustavo ARAUJO SOARES , Ashish TIWARI
IPC分类号： G06F40/154 , G06F9/54 , G06F40/143 , G06N20/00 , G06F40/18 , G06F40/183
CPC分类号： G06F40/154 , G06F9/543 , G06F40/143 , G06N20/00 , G06F40/18 , G06F40/183
摘要： Pasting content from a clipboard buffer as structured tabular data. A computer system determines a data type of content within a clipboard buffer. Based on the data type of the content, the computer system identifies a tabular pattern analysis technique to apply to the content. Based on applying the tabular pattern analysis technique to the content, the computer system identifies a portion of tabular content within the content. Using a clipboard application programming interface, the computer system presents the portion of tabular content to an application as paste data that is structured as a set of rows and a set of columns.
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