On the naturalness of software

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August undefined, 2024

WebPrinciples Of Software engineering and programming Languages Group (POSL), Kyushu University, Fukuoka, Japan. ... A. Bacchelli, P. Devanbu, On the “naturalness” of buggy code, in: Proceedings of the 38th International Conference on Software Engineering, 2016, pp. 428–439. Google Scholar

‘What is naturalness?’ The future of plant-based food

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 … WebModern-day rapid software development is often facilitated by the reuse of software libraries/frameworks. The learning and usage of such libraries is supported by ofﬁcial documen- ... based on the naturalness of the pre-trained model. If a devel-oper wants to write a code example for a documentation, s/he will ﬁrst go through source code, ... how a toilet bowl works

On the naturalness of software Proceedings of the 6th India …

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 … Web7 de fev. de 2024 · Many Natural Language Processing (NLP) tasks, such as sentiment analysis or syntactic parsing, have benefited from the development of word embedding models. In particular, regardless of the training algorithms, the learned embeddings have often been shown to be generalizable to different NLP tasks. 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 … how a toilet is made

AST Lab – Advanced Software Technologies ETH Zurich

On the naturalness of software - IEEE Conference Publication

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 … Web3 de jun. de 2015 · Researchers have captured this naturalness of software through statistical models and used them to good effect in suggestion engines, porting tools, coding standards checkers, and idiom miners. how many mms are in a cmWebOn 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 … how many mm on new brake pads

"Web21 de fev. de 2013 · We will argue that in fact, despite the power and expressiveness of programming languages, most ≪Software> in fact is ≪also> quite repetitive and … " - On the naturalness of software

On the naturalness of software

On the Naturalness and Localness of Software Logs - ResearchGate

Web1 de jan. de 2016 · Software is a natural product of human effort, and shares many statistical properties with natural language. This phenomenon promises a wealth of … WebThe Advanced Software Technologies Lab is led by Professor Zhendong Su. We are part of the Institute for Programming Languages and Systems in the Department of Computer Science at ETH Zurich. We work in the areas of programming languages and compilers, software engineering, computer security, deep learning and education technologies.

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WebISBN: 978-1-5108-4160-4 24th International Conference on Software Engineering & Knowledge Engineering (SEKE 2012) San Francisco, California, USA Web3 de jun. de 2015 · Researchers have captured this naturalness of software through statistical models and used them to good effect in suggestion engines, porting tools, …

WebWorkshop 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 … Web28 de ago. de 2024 · Afforestation is a popular practice of the recovery of landscape affected by open-cast coal mining. We investigated what impact the observable characteristics of restored forests have on their attractiveness for recreation framed as a one hour walk in a respective type of forest. In this study, we elaborate on some of the …

Web1 de mai. de 2024 · Logs are an essential part of the development and maintenance of large and complex software systems as they contain rich information pertaining to the dynamic content and state of the system. As such, developers and practitioners rely heavily on the logs to monitor their systems. WebOn the Naturalness of Software Abram Hindle, Earl T. Barr, Zhendong Su Dept. of Computer Science University of California at Davis Davis, CA 95616 USA {ajhindle,barr,su}@cs.ucdavis.edu Mark Gabel Dept. of Computer Science The University of Texas at Dallas Richardson, TX 75080 USA [email protected] Premkumar …

Web26 de abr. de 2016 · The conjecture that most software is also natural, in the sense that it is created by humans at work, with all the attendant constraints and limitations, and thus, …

Web26 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,... how many mm of caffeine in a cup of coffeeWeb22 de mai. de 2016 · On the "Naturalness" of Buggy Code Abstract:Real software, the kind working programmers produce by the kLOC to solve real-world problems, tends to be “natural”, like speech or natural language; it tends to be highly repetitive and predictable. how many mmol potassium in sando kWebIn 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. how atomic radius changes in a period and whyWeb22 de mai. de 2016 · Abstract: Real software, the kind working programmers produce by the kLOC to solve real-world problems, tends to be “natural”, like speech or natural … how atomic spectra are formedWebFor naturalness, no effects were found to be significant, p values > 0.3796. The interactive effect for attractiveness between the factors adaptation and test phase (see Figure 4 ) was further investigated by subsequent directed paired t -tests between T2 and T1 for all combinations of the dependent measures and Adaptation (see Table 1 ). how a toilet tank workhttp://toc.proceedings.com/34727webtoc.pdf how atoll formsWebunder such models has often been referred to as its naturalness [8], but naturalness does not have a precise definition based on predictability—indeed, this work shows highly predictable code that is decidedly unnatural and unreadable. Language models trained on software artifacts have been used for applications such as code how atomic bombs are made