Search Results - (java OR jan) AND python resource code*

GeoJSEval: An Automated Evaluation Framework for Large Language Models on JavaScript-Based Geospatial Computation and Visualization Code Generation by Chen, Guanyu, Jiao, Haoyue, Hou, Shuyang, Liu, Ziqi, Xie, Lutong, Wu, Shaowen, Wu, Huayi, Guan, Xuefeng, Gui, Zhipeng

“…With the widespread adoption of large language models (LLMs) in code generation tasks, geospatial code generation has emerged as a critical frontier in the integration of artificial intelligence and geoscientific analysis…”
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Program Code Generation with Generative AIs by Idrisov, Baskhad, Schlippe, Tim

“… For our experiments, we had generative AIs produce program code in Java, Python, and C++ that solves problems defined on the competition coding website leetcode.com…”
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Lingual-Fusion Adapter-Based Transfer Learning for Low-Resource Code Vulnerability Detection by Long, Xinyue, Guo, Shikai, Chai, Yu, Li, Hui, Jan, Sumaira Ameer, Ma, Qian, Ning, Qiao

“… points.For instance, in a scenario where a software system integrates legacy code in a low-resource programming language like PHP, detecting vulnerabilities becomes challenging due to data scarcity…”
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The Effects of Computational Resources on Flaky Tests by Silva, Denini, Gruber, Martin, Gokhale, Satyajit, Arteca, Ellen, Turcotte, Alexi, dAmorim, Marcelo, Lam, Wing, Winter, Stefan, Bell, Jonathan

“… We present the first assessment of the impact that computational resources have on flaky tests, including a total of 52 projects written in Java, JavaScript and Python, and 27 different resource configurations…”
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Automated Validation of COBOL to Java Transformation by Kumar, Atul, Saha, Diptikalyan, Yasue, Toshikai, Ono, Kohichi, Krishnan, Saravanan, Hans, Sandeep, Satoh, Fumiko, Mitchell, Gerald, Kumar, Sachin

“…Recent advances in Large Language Model (LLM) based Generative AI techniques have made it feasible to translate enterprise-level code from legacy languages such as COBOL to modern languages such as Java or Python…”
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Context‐based transfer learning for low resource code summarization by Guo, Yi, Chai, Yu, Zhang, Lehuan, Li, Hui, Luo, Mengzhi, Guo, Shikai

“… However, the current work is being carried out on resource‐rich programming languages such as Java and Python, and some low…”
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Evaluating Performance and Resource Consumption of REST Frameworks and Execution Environments: Insights and Guidelines for Developers and Companies by Meglio, Sergio Di, Libero Lucio Starace, Luigi

“…The REST (REpresentational State Transfer) paradigm has become essential for designing distributed applications that leverage the HTTP protocol, enabling…”
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RealisticCodeBench: Towards More Realistic Evaluation of Large Language Models for Code Generation by Yu, Xiao, Chen, Haoxuan, Liu, Lei, Hu, Xing, Keung, Jacky Wai, Xia, Xin

“…Evaluating the code generation capabilities of Large Language Models (LLMs) remains an open question…”
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Pytest Quick Start Guide: Write Better Python Code with Simple and Maintainable Tests by Oliveira, Bruno

“…Python's built-in unittest module is showing it's age; hard to extend, debug and track what's going…”
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Properties and Styles of Software Technology Tutorials by Arya, Deeksha M., Guo, Jin L.C., Robillard, Martin P.

“…, Python, Javascript, and Typescript. We investigated the extent to which tutorial pages, i.e…”
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Dealing with Data Pocket Primer by Campesato, Oswald

“…, Matplotlib, and data visualization. Companion files with source code and color figures are available.FEATURES:Covers Pandas, RDBMS, NLP, data cleaning, SQL, and data…”
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Improving Quality of LLM Code Generation in Low-Resource Programming Languages via Uncertainty Estimation by Andriushchenko, Georgii

“… The research may provide three contributions: (1) a new code generation benchmark evaluating not only functional correctness but also readability, efficiency, and idiomatic style across Python, Java, Racket, and Elixir; (2…”
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Locating SQL Injection Vulnerabilities in Java Byte Code Using Natural Language Techniques by Jackson, Kevin A., Bennett, Brian T.

“… However, ensuring this is not such an easy task, and many developers do not have the required skills or resources to ensure their code is secure…”
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PESC ‐ Parallel Experience for Sequential Code by Santos, Henrique C. T., Souza, Luciano S., Carvalho, Jonathan H. A., Ferreira, Tiago A. E.

“… Sequential codes need to be converted to parallel versions to optimize the use of these resources…”
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R\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$$^2$$\end{document}ComSync: improving code-comment synchronization with in-context learning and reranking by Yang, Zhen, Lin, Hongyi, Yu, Xiao, Keung, Jacky Wai, Liu, Shuo, Chan, Pak Yuen Patrick, Sun, Yicheng, Zhang, Fengji

“…Code-Comment Synchronization (CCS) aims to synchronize the comments with code changes in an automated fashion, thereby significantly reducing the workload of developers during software maintenance and evolution…”
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Base, Instruct, and Fine-Tune: Evaluating LLMs for Cross-Language Flaky Test Detection by Ahmad, Azeem, Sun, Xin

“… In this work, we explore the use of Large Language Models (LLMs) for detecting flaky tests across five programming languages: Java, Python, C++…”
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Software Architecture Recovery Augmented With Semantics by Zhao, Wenting, Jin, Wuxia, Zhang, Yiran, Fan, Ming, Wang, Haijun, Li, Li, Liu, Yang, Liu, Ting

“… To perceive and fix the discrepancy, clustering-based architecture recovery methods have been developed to re-engineer the real-time system architecture from the code implementation…”
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Learning To Code With Text-Bison-001:A Beginner-Friendly Explainer for Python, C, Java by Krishna, Kaivaram Sivarama, Kumar, Bommala Deepak, Reddy, Morumpalli Deekshith, Varun, Bheema Sai, Belwal, Meena

“…This work aims to develop a Code comprehensive interface for the three programming languages JAVA, C, and Python integrated with error detection and code optimization…”
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Resource-Efficient & Effective Code Summarization by Afrin, Saima, Call, Joseph, Nguyen, Khai-Nguyen, Chaparro, Oscar, Mastropaolo, Antonio

“…Code Language Models (CLMs) have demonstrated high effectiveness in automating software engineering tasks such as bug fixing, code generation, and code documentation…”
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Knowledge Transfer from High-Resource to Low-Resource Programming Languages for Code LLMs by Cassano, Federico, Gouwar, John, Lucchetti, Francesca, Schlesinger, Claire, Freeman, Anders, Anderson, Carolyn Jane, Feldman, Molly Q, Greenberg, Michael, Jangda, Abhinav, Guha, Arjun

“…, Java, Python, or JavaScript), but struggle with low-resource languages that have limited training data available (e.g…”
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