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Cross-language bug localization
2014
Proceedings of the 22nd International Conference on Program Comprehension - ICPC 2014
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We refer to this problem as cross-language bug localization. In this paper, we propose a cross-language bug localization algorithm named CrosLocator, which is based on language translation. ...
Existing bug localization techniques work on the assumption that bug reports, and identifiers and comments in source code files, are written in the same language (i.e., English). ...
Still, cross-language bug localization is a more difficult problem than conventional (single-language) bug localization. ...
doi:10.1145/2597008.2597788
dblp:conf/iwpc/XiaLWZW14
fatcat:dantecudg5gqrieakzhdwgtusi
BuGL – A Cross-Language Dataset for Bug Localization
[article]
2020
arXiv
pre-print
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The existing dataset do not comprise projects of other programming languages, despite of the need to investigate specific and cross project bug localization. ...
In this paper, we present BuGL, a large-scale cross-language dataset. ...
CONCLUSION In this paper, we described BuGL, a cross-language dataset consisting of bug reports and pull request information. ...
arXiv:2004.08846v1
fatcat:lchxc6j27ffndaa7usnzf5lgui
Enhancing the Unified Features to Locate Buggy Files by Exploiting the Sequential Nature of Source Code
2017
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence
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to learn the unified features for bug localization, which overcomes the difficulty in modeling natural and programming languages with different structural semantics. ...
Bug reports provide an effective way for end-users to disclose potential bugs hidden in a software system, while automatically locating the potential buggy source files according to a bug report remains ...
After processing from intra-language feature extraction layers, the generated middle-level intra-language features h r from bug reports and h c from source code are then fed into cross-language feature ...
doi:10.24963/ijcai.2017/265
dblp:conf/ijcai/HuoL17
fatcat:g6enn52phjckjhr2ais7kaw2ye
Attention-based Multi-level Feature Fusion for Named Entity Recognition
2020
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence
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Named entity recognition (NER) is a fundamental task in the natural language processing (NLP) area. ...
Our model consists of four components to respectively capture the local character-level, global character-level, local word-level, and global word-level features, which are then fed into a BiLSTM-CRF network ...
In future work, we plan to explore cross-project bug localization in the context of projects written in different programming languages. ...
doi:10.24963/ijcai.2020/493
dblp:conf/ijcai/Zhu0T020
fatcat:ktpek73hm5dchmc6j246gdaj5q
Entropy Guided Spectrum Based Bug Localization Using Statistical Language Model
[article]
2018
arXiv
pre-print
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In this paper, we propose a new approach, EnSpec, that guides spectrum based bug localization using code entropy, a metric that basically represents naturalness of code derived from a statistical language ...
For instance, the popular spectrum based bug localization may not work well under poorly written test suite. ...
boosts SBBL in cross-project bug localization settings. ...
arXiv:1802.06947v1
fatcat:5ubgspoxxvhhfcbadhdchsqkgu
MUSEUM: Debugging real-world multilingual programs using mutation analysis
2017
Information and Software Technology
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Objective: Debugging multilingual bugs is challenging because language interfaces are difficult to use correctly and the scope of fault localization goes beyond language boundaries. ...
To locate the causes of real-world multilingual bugs, this article proposes a mutation-based fault localization technique (MU-SEUM). ...
We classify multilingual bugs into language interface bugs and cross-language bugs . ...
doi:10.1016/j.infsof.2016.10.002
fatcat:n23xy62z6vctdlbfengcug7ipq
Cross Platform in Mobile Applications
2015
International Journal of Engineering Research and
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Many mobile devices that runs with different operating system and languages in current mobile market. Android and iOS is the most leading representative as the whole of current market. ...
Cross platform is necessary in current mobile market and for developing games in cross platform use XMLVM. ...
Rhodes is the only framework with MVC support which is able to write real business logic on local native application while XLMVM allowed API mapping to be done by knowing just one native language. ...
doi:10.17577/ijertv4is090585
fatcat:delwj4b2pfdyladhcxnp6o34u4
JEST: N+1-version Differential Testing of Both JavaScript Engines and Specification
[article]
2021
arXiv
pre-print
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tests on multiple implementations, and 4) to localize bugs on the specification using statistical information. ...
Using the assertion-injection, it detected 44 engine bugs in four engines and 27 specification bugs in ES11. ...
to localize the bug. ...
arXiv:2102.07498v2
fatcat:4hwnhane3bcnpk7nr5o7fkxtp4
Locating Faulty Methods with a Mixed RNN and Attention Model
[article]
2021
arXiv
pre-print
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and bug reports for method level fault localization task. ...
IR-based fault localization approaches achieves promising results when locating faulty files by comparing a bug report with source code. ...
RQ3: Cross-project Localization The localization in previous RQs are within-project. ...
arXiv:2103.10675v1
fatcat:7bxqhh3u7veunmeltrton775ei
Utilizing Topic-Based Similar Commit Information and CNN-LSTM Algorithm for Bug Localization
2021
Symmetry
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To resolve this problem, we propose a novel bug localization method using topic-based similar commit information. First, the method determines similar topics for a given bug report. ...
Then, it extracts similar bug reports and similar commit information for these topics. To extract similar bug reports on a topic, a similarity measure is calculated for a given bug report. ...
of bug localization ...
doi:10.3390/sym13030406
fatcat:z6am5oydpbhelgbzvmkvqmylk4
Współpraca transgraniczna w ramach Projektu Parasolowego "Kultura pogranicza pomostem integracji społeczności lokalnych w Euroregionie Bug"
2019
Annales Universitatis Mariae Curie-Sklodowska sectio M Balcaniensis et Carpathiensis
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<span style="font-family: WarnockPro-Regular; font-size: 9pt; color: #231f20; font-style: normal; font-variant: normal;">Stowarzyszenie Samorządów Euroregionu Bug realizuje cele statutowe w obrę<span style ...
Stowarzyszenie Samorządów Euroregionu Bug<span style="font-family: WarnockPro-Regular; font-size: 9pt; color: #231f20; font-style: normal; font-variant: normal;"> zrealizowało Projekt Parasolowy nr IPBU ...
Association of Local Governments of the Euroregion Bug -genesis and cross-border cooperation The Euroregion Bug Cross-border Association 1 , which exists since 1995, brings together the Lublin Voivodeship ...
doi:10.17951/bc.2018.3.75-92
fatcat:cne4rzah55eahka7xwfbuknegm
On the "Naturalness" of Buggy Code
[article]
2015
arXiv
pre-print
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both for fault-localization and searching for fixes. ...
We consider a large corpus of bug fix commits (ca.~8,296), from 10 different Java projects, and we focus on its language statistics, evaluating the naturalness of buggy code and the corresponding fixes ...
[36] introduced a cache language model to capture the localness of code. Cache language models. ...
arXiv:1506.01159v2
fatcat:vi55st4mdbckzaxha4tyko7sjm
Control Flow Graph Embedding Based on Multi-Instance Decomposition for Bug Localization
2020
PROCEEDINGS OF THE THIRTIETH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE AND THE TWENTY-EIGHTH INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE
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programming languages. ...
In this paper, we propose a novel model named CG-CNN, which is a multi-instance learning framework that enhances the unified features for bug localization by exploiting structural and sequential nature ...
In our experiments, 10-fold cross validation is repeated 10 times for each data set. ...
doi:10.1609/aaai.v34i04.5844
fatcat:e5vffrbkdvc7zoqyf5oqmkg76i
BLESER: Bug Localization Based on Enhanced Semantic Retrieval
[article]
2021
arXiv
pre-print
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reports, which largely and negatively affects bug localization performance. ...
Static bug localization techniques that locate bugs at method granularity have gained much attention from both researchers and practitioners. ...
The weight-based binary-cross-entropy is a weighted version of traditional binary-cross-entropy. ...
arXiv:2109.03555v1
fatcat:wn5jrbisenbkrbsqno5itdwakq
On Usefulness of the Deep-Learning-Based Bug Localization Models to Practitioners
2019
Proceedings of the Fifteenth International Conference on Predictive Models and Data Analytics in Software Engineering - PROMISE'19
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2019 pre-print arXiv:1907.08588v1 fatcat:cyy5cm3jincdviim7zyzygw5jq
In the literature, many researchers proposed state-of-the-art bug localization models to help developers localize bugs easily. ...
Developers spend a significant amount of time and efforts to localize bugs. ...
They proposed a new architecture called Natural Language And Programming Language CNN (NP-CNN) which outperformed the other state-of-the-art bug localization models. ...
doi:10.1145/3345629.3345632
dblp:conf/promise/PolisettyMB19
fatcat:icxftigfw5hntpwlka5nnx7z5a
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