Výsledky vyhľadávania - code snippets recommendation

Code Snippets Recommendation Based on Sequence to Sequence Model Autor YAN Xin, ZHOU Yu, HUANG Zhiqiu

“… This paper proposes DeepCR which is a code snippets recommendation approach based on sequence to sequence model…”
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SENSORY: Leveraging Code Statement Sequence Information for Code Snippets Recommendation Autor Ai, Lei, Huang, Zhiqiu, Li, Weiwei, Zhou, Yu, Yu, Yaoshen

“… Since these studies did not consider this issue, there is still room for improvement in the code snippets recommendation…”
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ROSF: Leveraging Information Retrieval and Supervised Learning for Recommending Code Snippets Autor Jiang, He, Nie, Liming, Sun, Zeyi, Ren, Zhilei, Kong, Weiqiang, Zhang, Tao, Luo, Xiapu

“… In this paper, to provide better recommendation results, we propose ROSF, Recommending code Snippets with multi-aspect Features, a novel method combining both information retrieval and supervised learning…”
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基于序列到序列模型的代码片段推荐 Autor 闫鑫, 周宇, 黄志球

“…TP391; 在软件开发过程中,开发者经常会以复用代码的方式,提高软件开发效率.已有的研究通常采用传统的信息检索技术来实现代码推荐.这些方法存在自然语言查询的高层级的意图…”
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SLAMPA: Recommending Code Snippets with Statistical Language Model Autor Zhou, Shufan, Zhong, Hao, Shen, Beijun

“… To address this challenge, we propose SLAMPA, a novel tool which takes advantage of statistical language model and clone detection techniques to recommend code snippets during programming…”
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Context Aware Code Snippet Recommendation

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I Know What You Are Searching For: Code Snippet Recommendation from Stack Overflow Posts Autor Gao, Zhipeng, Xia, Xin, Lo, David, Grundy, John, Zhang, Xindong, Xing, Zhenchang

“… More and more developers use Community Question and Answer forums, such as Stack Overflow, to search for code examples of how to accomplish a certain coding task…”
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US Patent Issued to International Business Machines on July 1 for "Context aware code snippet recommendation" (California, Texas, North Carolina Inventors)

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Microsoft Technology Licensing Assigned Patent for Code Snippet Content Recommendation

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Microsoft (MSFT) issued patent titled "Code snippet content recommendation to define an object literal"

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US Patent Issued to Microsoft Technology Licensing on Dec. 25 for "Code snippet content recommendation to define an object literal" (Washington Inventor)

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Code Recommendation Based on Deep Learning Autor Sun, Hao, Xu, ZhiFei, Li, Xu

“… Firstly, the method obtains a large amount of high-quality data to build the code base, and proposes a code snippet recommendation method based on generates sentence vectors with rich semantics…”
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ROSF: Leveraging Information Retrieval and Supervised Learning for Recommending Code Snippets Autor He, Jiang, Nie, Liming, Sun, Zeyi, Ren, Zhilei, Kong, Weiqiang, Zhang, Tao, Luo, Xiapu

“… In this paper, to provide better recommendation results, we propose ROSF, Recommending cOde Snippets with multi-aspect Features, a novel method combining both information retrieval and supervised learning…”
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Senatus - A Fast and Accurate Code-to-Code Recommendation Engine Autor Silavong, Fran, Moran, Sean, Georgiadis, Antonios, Saphal, Rohan, Otter, Robert

“… Code-to-code recommendation is a task in MLOnCode that aims to recommend relevant, diverse and concise code snippets that usefully extend the code currently being written by a developer…”
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Dual-interactive fusion for code-mixed deep representation learning in tag recommendation Autor Li, Lin, Wang, Peipei, Zheng, Xinhao, Xie, Qing, Tao, Xiaohui, Velásquez, Juan D.

“… Due to deep correlations between software objects and tags, it is challenging to simultaneously consider the code snippet and text description of a software object…”
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Code recommendation based on joint embedded attention network Autor Wen, Wanzhi, Zhao, Tian, Wang, Shiqiang, Chu, Jiawei, Kumar Jain, Deepak

“…Due to the heterogeneity of program language and natural language query, it is difficult to identify the semantic relationship between them, which leads to the low efficiency of code recommendation…”
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Readability and Understandability of Snippets Recommended by General-purpose Web Search Engines: A Comparative Study Autor Dantas, Carlos Eduardo C., Maia, Marcelo A.

“…: ranking, general-purpose web search engine and recommended site. We collected the top-5 recommended sites and their respective code snippet recommendations using Google, Yahoo…”
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Senatus -- A Fast and Accurate Code-to-Code Recommendation Engine Autor Silavong, Fran, Moran, Sean, Georgiadis, Antonios, Saphal, Rohan, Otter, Robert

“… Code-to-code recommendation is a task in MLOnCode that aims to recommend relevant, diverse and concise code snippets that usefully extend the code currently being written by a developer…”
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Sequential coding patterns: How to use them effectively in code recommendation Autor da Silva, Luiz Laerte Nunes, Kohwalter, Troy Costa, Plastino, Alexandre, Murta, Leonardo Gresta Paulino

“… However, instead of providing syntactic suggestions for completing the current line, such feature suggests code snippets containing multiple lines…”
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Safe Rust Code Recommendation Based on Siamese Graph Neural Network Autor Lu, Xiuwen, Zhang, Zhicong, Xu, Hui

“… for each unsafe code snippet written by developers and make recommendations accordingly. We have conducted an evaluation experiment with a dataset of real-world samples from GitHub, and results show that our approach can achieve an accuracy of 82.3%…”
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