Výsledky vyhledávání - "Software and its engineering Software notations and tools Software maintenance tools"

DLFix: Context-based Code Transformation Learning for Automated Program Repair Autor Li, Yi, Wang, Shaohua, Nguyen, Tien N.

“…Automated Program Repair (APR) is very useful in helping developers in the process of software development and maintenance. Despite recent advances in deep…”
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Retrieval-based Neural Source Code Summarization Autor Zhang, Jian, Wang, Xu, Zhang, Hongyu, Sun, Hailong, Liu, Xudong

“…Source code summarization aims to automatically generate concise summaries of source code in natural language texts, in order to help developers better…”
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Big Code != Big Vocabulary: Open-Vocabulary Models for Source Code Autor Karampatsis, Rafael-Michael, Babii, Hlib, Robbes, Romain, Sutton, Charles, Janes, Andrea

“…Statistical language modeling techniques have successfully been applied to large source code corpora, yielding a variety of new software development tools,…”
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Using Pre-Trained Models to Boost Code Review Automation Autor Tufano, Rosalia, Masiero, Simone, Mastropaolo, Antonio, Pascarella, Luca, Poshyvanyk, Denys, Bavota, Gabriele

“…Code review is a practice widely adopted in open source and industrial projects. Given the non-negligible cost of such a process, researchers started…”
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Multi-task Learning based Pre-trained Language Model for Code Completion Autor Liu, Fang, Li, Ge, Zhao, Yunfei, Jin, Zhi

“…Code completion is one of the most useful features in the Integrated Development Environments (IDEs), which can accelerate software development by suggesting…”
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Retrieve and Refine: Exemplar-based Neural Comment Generation Autor Wei, Bolin, Li, Yongmin, Li, Ge, Xia, Xin, Jin, Zhi

“…Code comment generation which aims to automatically generate natural language descriptions for source code, is a crucial task in the field of automatic…”
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Large Language Models are Few-Shot Summarizers: Multi-Intent Comment Generation via In-Context Learning Autor Geng, Mingyang, Wang, Shangwen, Dong, Dezun, Wang, Haotian, Li, Ge, Jin, Zhi, Mao, Xiaoguang, Liao, Xiangke

“…Code comment generation aims at generating natural language descriptions for a code snippet to facilitate developers' program comprehension activities. Despite…”
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Modern code review: a case study at google Autor Sadowski, Caitlin, Söderberg, Emma, Church, Luke, Sipko, Michal, Bacchelli, Alberto

“…Employing lightweight, tool-based code review of code changes (aka modern code review) has become the norm for a wide variety of open-source and industrial…”
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Exploring the Potential of ChatGPT in Automated Code Refinement: An Empirical Study Autor Guo, Qi, Cao, Junming, Xie, Xiaofei, Liu, Shangqing, Li, Xiaohong, Chen, Bihuan, Peng, Xin

“…Code review is an essential activity for ensuring the quality and maintainability of software projects. However, it is a time-consuming and often error-prone…”
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DEAR: A Novel Deep Learning-based Approach for Automated Program Repair Autor Li, Yi, Wang, Shaohua, Nguyen, Tien N.

“…The existing deep learning (DL)-based automated program repair (APR) models are limited in fixing general software defects. We present DEAR, a DL-based…”
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SPT-Code: Sequence-to-Sequence Pre-Training for Learning Source Code Representations Autor Niu, Changan, Li, Chuanyi, Ng, Vincent, Ge, Jidong, Huang, Liguo, Luo, Bin

“…Recent years have seen the successful application of large pretrained models to code representation learning, resulting in substantial improvements on many…”
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Neural-Machine-Translation-Based Commit Message Generation: How Far Are We? Autor Liu, Zhongxin, Xia, Xin, Hassan, Ahmed E., Lo, David, Xing, Zhenchang, Wang, Xinyu

“…Commit messages can be regarded as the documentation of software changes. These messages describe the content and purposes of changes, hence are useful for…”
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On the Evaluation of Neural Code Summarization Autor Shi, Ensheng, Wang, Yanlin, Du, Lun, Chen, Junjie, Han, Shi, Zhang, Hongyu, Zhang, Dongmei, Sun, Hongbin

“…Source code summaries are important for program comprehension and maintenance. However, there are plenty of programs with missing, outdated, or mismatched…”
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CCAligner: a token based large-gap clone detector Autor Wang, Pengcheng, Svajlenko, Jeffrey, Wu, Yanzhao, Xu, Yun, Roy, Chanchal K.

“…Copying code and then pasting with large number of edits is a common activity in software development, and the pasted code is a kind of complicated Type-3…”
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What Makes Good In-Context Demonstrations for Code Intelligence Tasks with LLMs? Autor Gao, Shuzheng, Wen, Xin-Cheng, Gao, Cuiyun, Wang, Wenxuan, Zhang, Hongyu, Lyu, Michael R.

“…Pre-trained models of source code have gained widespread popularity in many code intelligence tasks. Recently, with the scaling of the model and corpus size,…”
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FIRA: Fine-Grained Graph-Based Code Change Representation for Automated Commit Message Generation Autor Dong, Jinhao, Lou, Yiling, Zhu, Qihao, Sun, Zeyu, Li, Zhilin, Zhang, Wenjie, Hao, Dan

“…Commit messages summarize code changes of each commit in nat-ural language, which help developers understand code changes without digging into detailed…”
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Release Planning of Mobile Apps Based on User Reviews Autor Villarroel, Lorenzo, Bavota, Gabriele, Russo, Barbara, Oliveto, Rocco, Di Penta, Massimiliano

“…Developers have to to constantly improve their apps by fixing critical bugs and implementing the most desired features in order to gain shares in the…”
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Using Deep Learning to Generate Complete Log Statements Autor Mastropaolo, Antonio, Pascarella, Luca, Bavota, Gabriele

“…Logging is a practice widely adopted in several phases of the software lifecycle. For example, during software development log statements allow engineers to…”
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An Empirical Investigation into Learning Bug-Fixing Patches in the Wild via Neural Machine Translation Autor Tufano, Michele, Watson, Cody, Bavota, Gabriele, di Penta, Massimiliano, White, Martin, Poshyvanyk, Denys

“…Millions of open-source projects with numerous bug fixes are available in code repositories. This proliferation of software development histories can be…”
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CCGraph: a PDG-based code clone detector with approximate graph matching Autor Zou, Yue, Ban, Bihuan, Xue, Yinxing, Xu, Yun

“…Software clone detection is an active research area, which is very important for software maintenance, bug detection, etc. The two pieces of cloned code…”
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