On the naturalness of software
WebOn the Naturalness of SoftwareDOI:10.1145/2902362 By Abram Hindle, Earl T. Barr, Mark Gabel, Zhendong Su, and Premkumar Devanbu Abstract Natural languages like English … Web19 de mai. de 2024 · On the Naturalness and Localness of Software Logs Abstract: Logs are an essential part of the development and maintenance of large and complex …
On the naturalness of software
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WebNatural languages like English are rich, complex, and powerful. The highly creative and graceful use of languages like English and Tamil, by masters like Shakespeare and … Web22 de jun. de 2024 · Computer Science. ArXiv. The Software Naturalness hypothesis argues that programming languages can be understood through the same techniques used in natural language processing. We explore this hypothesis through the use of a pre-trained transformer-based language model to perform code analysis tasks.
Web21 de fev. de 2013 · On the naturalness of software Computing methodologies Artificial intelligence Natural language processing Speech recognition Software and its engineering Software notations and tools General programming languages Comments Please enable JavaScript to view thecomments powered by Disqus. Login options WebOn the Naturalness of Proofs. In International Symposium on the Foundations of Software Engineering, NIER. 724-728. Google Scholar; Vincent J. Hellendoorn, Sebastian …
Websoftware: Programming languages, in theory, are complex, flex-ible and powerful, but the programs that real people actually write are mostly simple and rather repetitive, and thus they have usefully predictable statistical proper-ties that can be captured in … Web11 de nov. de 2014 · The n-gram language model, which has its roots in statistical natural language processing, has been shown to successfully capture the repetitive and predictable regularities (“naturalness") of source code, and help with tasks such as code suggestion, porting, and designing assistive coding devices.
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WebProgramming languages, like their "natural" counterparts, are rich, powerful and expressive. But while skilled writers like Zadie Smith, Aravind Adiga, and Salman Rushdie delight us … flamersheim taste of indiaWeb11 de nov. de 2014 · On the naturalness of software. In ICSE, pages 837–847. IEEE, 2012. R. Holmes, R. J. Walker, and G. C. Murphy. Approximate structural context … flamers for weedsWebIn particular, the main find- obfuscation [47]. Since language models are useful in these tasks, ings of this paper are: ∗Baishakhi Ray and Vincent Hellendoorn are both first authors, and 1. Buggy code is rated as significantly more “unnatural” (im- contributed equally to the work. probable) by language models. can phantoms drownWeb24 de mai. de 2015 · New Initiative: The Naturalness of Software. Abstract: This paper describes a new research consortium, studying the Naturalness of Software. This … flamers warhammerWebWorkshop on the Naturalness of Software, Seattle WA. Sunday, Nov 13 Co-located with ACM SIGSOFT FSE 2016 . ... In the context of Software Engineering (SE), there are many promising opportunities for the application of NLP to be used to … can phantoms spawn in normal modeWeb29 de out. de 2024 · Talk title: On the Naturalness of Software Abstract: Progamming languages, like their “natural” counterparts, are rich, powerful and expressive. But while skilled writers like Zadie Smith, Shakespeare, and Rushdie delight us with their elegant, creative deployment of the power and beauty of English, most of what us regular mortals … can phan tich 4 so leWeb26 de abr. de 2016 · On the naturalness of software Authors: Abram Hindle Earl T. Barr University College London Mark Gabel Zhendong Su Show all 5 authors Abstract Natural languages like English are rich, complex,... flamers montehiedra