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MSR 2018
Mon 28 - Tue 29 May 2018 Gothenburg, Sweden
co-located with * ICSE 2018 *
Tue 29 May 2018 11:54 - 12:00 at E3 room - Data Showcase

The software development process produces vast amounts of textual data expressed in natural language. Outcomes from the natural language processing community have been adapted in software engineering research for leveraging this rich textual information; these include methods and readily available tools, often furnished with pre–trained models. State of the art pre–trained models however, capture general, common sense knowledge, with limited value when it comes to handling data specific to a specialized domain. There is currently a lack of domain-specific pre–trained models that would further enhance the processing of natural language artefacts related to software engineering. To this end, we release a word2vec model trained over 15GB of textual data from Stack Overflow posts. We illustrate how the model disambiguates polysemous words by interpreting them within their software engineering context. In addition, we present examples of fine-grained semantics captured by the model, that imply transferability of these results to diverse, targeted information retrieval tasks in software engineering and motivate for further reuse of the model.

Tue 29 May

msr-2018-Data-Showcase-Papers
11:00 - 12:30: Data Showcase - Data Showcase at E3 room
msr-2018-Data-Showcase-Papers11:00 - 11:06
Short-paper
Pedro MartinsUniversity of California at Irvine, USA, Crista LopesUniversity of California Irvine, Rohan Achar
msr-2018-Data-Showcase-Papers11:06 - 11:12
Short-paper
Jian GaoSchool of Software, Tsinghua University, Xin Yang , Yu Jiang, Han Liu, Weiliang Ying , Xian Zhang
msr-2018-Data-Showcase-Papers11:12 - 11:18
Short-paper
Ripon Saha, Yingjun LyuUniversity of Southern California, Wing LamUniversity of Illinois at Urbana-Champaign, Hiroaki YoshidaFujitsu Laboratories of America, Inc., Mukul PrasadFujitsu Laboratories of America
msr-2018-Data-Showcase-Papers11:18 - 11:24
Short-paper
Nicole NovielliUniversity of Bari, Fabio CalefatoUniversity of Bari, Filippo LanubileUniversity of Bari
Pre-print
msr-2018-Data-Showcase-Papers11:24 - 11:30
Short-paper
Antonios Gkortzis Athens University of Economics and Business, Dimitris Mitropoulos , Diomidis SpinellisAthens University of Economics and Business
Pre-print
msr-2018-Data-Showcase-Papers11:30 - 11:36
Short-paper
Zhixing Li College of Computer, National University of Defense Technology, Changsha, China, Yue Yu National University of Defense Technology, Gang YinNational University of Defense Technology, Tao WangNational University of Defense Technology, Huaimin Wang
Pre-print
msr-2018-Data-Showcase-Papers11:36 - 11:42
Short-paper
DOI Pre-print
msr-2018-Data-Showcase-Papers11:42 - 11:48
Short-paper
Franz-Xaver Geiger , Ivano MalavoltaVrije Universiteit Amsterdam, Luca PascarellaDelft University of Technology, Fabio Palomba , Dario Di NucciVrije Universiteit Brussel, Alberto BacchelliUniversity of Zurich
DOI Pre-print
msr-2018-Data-Showcase-Papers11:48 - 11:54
Short-paper
Vadim Markovtsevsource{d}, Waren Longsource{d}
DOI Pre-print
msr-2018-Data-Showcase-Papers11:54 - 12:00
Short-paper
Vasiliki EfstathiouAthens University of Economics and Business, Christos Chatzilenas , Diomidis SpinellisAthens University of Economics and Business
DOI Pre-print
msr-2018-Data-Showcase-Papers12:00 - 12:06
Short-paper
Kyriakos Chatzidimitriou Aristotle University of Thessaloniki, Michail Papamichail , Themistoklis DiamantopoulosElectrical and Computer Engineering Dept, Aristotle University of Thessaloniki, Michail Tsapanos , Andreas Symeonidis
DOI Pre-print
msr-2018-Data-Showcase-Papers12:06 - 12:12
Short-paper
Matheus Paixão University College London, Jens KrinkeUniversity College London, DongGyun HanUniversity College London, Mark HarmanFacebook and University College London
DOI Pre-print
msr-2018-Data-Showcase-Papers12:12 - 12:18
Short-paper
Aiko YamashitaOslo Metropolitan University, Fabio PetrilloConcordia University, Foutse KhomhPolytechnique Montréal, Yann-Gaël GuéhéneucConcordia University and Polytechnique Montréal
Pre-print
msr-2018-Data-Showcase-Papers12:18 - 12:24
Short-paper
Yulin XuPeking University, Minghui ZhouPeking University
DOI Pre-print
msr-2018-Data-Showcase-Papers12:24 - 12:30
Short-paper
Diomidis SpinellisAthens University of Economics and Business
Link to publication DOI Media Attached