Search Results - java and python resource code*

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…”
Get full text

OptCodeTrans: Boost LLMs on Low-Resource Programming Language Translation by Lin, Jianbo, Shen, Yi, Li, Chuanyi, Niu, Changan, Luo, Bin

“… on high-resource PLs like Python and Java, leaving low-resource languages insufficiently explored…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

From Theory to Practice: Code Generation Using LLMs for CAPEC and CWE Frameworks by Shahzad, Murtuza, Wilson, Joseph, Al Azher, Ibrahim, Alhoori, Hamed, Rahimi, Mona

“… The existing software vulnerability datasets frequently fall short in providing comprehensive, detailed code snippets explicitly linked to specific vulnerability descriptions, reducing their utility…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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…”
Get full text

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++…”
Get full text

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…”
Get full text

Development of python-FALL3D: a modified procedure for modelling volcanic ash dispersal in the Asia-Pacific region by Bear-Crozier, A. N., Kartadinata, Nugraha, Heriwaseso, Anjar, Nielsen, Ole

“…Volcanic ash is the most widespread of all volcanic hazards and has the potential to affect hundreds of thousands, or even millions, of people in the densely…”
Get full text

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…”
Get full text

AutoGEEval: A Multimodal and Automated Evaluation Framework for Geospatial Code Generation on GEE with Large Language Models by Wu, Huayi, Shen, Zhangxiao, Hou, Shuyang, Liang, Jianyuan, Jiao, Haoyue, Qing, Yaxian, Zhang, Xiaopu, Li, Xu, Gui, Zhipeng, Guan, Xuefeng, Xiang, Longgang

“…Geospatial code generation is emerging as a key direction in the integration of artificial intelligence and geoscientific analysis…”
Get full text

DocCGen: Document-based Controlled Code Generation by Pimparkhede, Sameer, Kammakomati, Mehant, Tamilselvam, Srikanth, Kumar, Prince, Ashok Pon Kumar, Bhattacharyya, Pushpak

“…) to code generation for resource-rich general-purpose languages like C++, Java, and Python. However, their practical usage for structured domain-specific languages…”
Get full text