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Sequence Model Design for Code Completion in the Modern IDE [article]

Gareth Ari Aye, Gail E. Kaiser
2020 arXiv   pre-print
In particular, neural language models for source code modeling like the one described in Maybe Deep Neural Networks are the Best Choice for Modeling Source Code are framed around code completion, but only  ...  This design achieves state-of-art accuracy in source code modeling and fits the constraints imposed by real-world code completion implementations in modern IDEs.  ...  Computational resources to conduct experiments as part of this research were generously provided by Google Inc.  ... 
arXiv:2004.05249v1 fatcat:voalw4ve6vd6rbo2ul44x3tiqy

An Empirical Study on the Usage of Transformer Models for Code Completion [article]

Matteo Ciniselli, Nathan Cooper, Luca Pascarella, Antonio Mastropaolo, Emad Aghajani, Denys Poshyvanyk, Massimiliano Di Penta, Gabriele Bavota
2021 arXiv   pre-print
We present a large-scale study exploring the capabilities of state-of-the-art Transformer-based models in supporting code completion at different granularity levels, including single tokens, one or multiple  ...  However, code completion techniques are mostly evaluated in the scenario of predicting the next token to type, with few exceptions pushing the boundaries to the prediction of an entire code statement.  ...  ACKNOWLEDGMENT This project has received funding from the European Research Council (ERC) under the European Union's Horizon 2020 research and innovation programme (grant agreement No. 851720).  ... 
arXiv:2108.01585v1 fatcat:le2gets3rzctxd5wlobbiooium

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2018 Cartographic Perspectives  
attended at the Annual Meeting (the most recent of which are conveniently archived on YouTube), and of course, the beautiful maps designed by many of our members, including those found in volumes I-III  ...  of the Atlas of Design.  ...  A basic understanding of web map infrastructure is necessary to interpret the findings of the study. Explanations of the technology and its impact on cartography in higher education follow below.  ... 
doi:10.14714/cp89.1471 fatcat:jhfxco3rlrdb7a646uscr4vnsu

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2021 CAML Review / Revue de l ACBM  
We sought to further understand ourselves through the lens of the arts as a way of knowing. 17 It was an emergent and unpredictable process from its conception to its finalizing moments.  ...  With a capital project renovation on the horizon, we need a clear understanding of what our collection looks like now, and what we want it to look like in a future space.  ...  In addition to Presentation House in North Van and, of course, the iconic Western Front in Mt Pleasant (neither of which the jazz bus passed on its route, unfortunately), it was primarily in these artist-run  ... 
doi:10.25071/1708-6701.40405 fatcat:bpimp7jv45gojgp5exwjyrywny

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Lectito Press Office
2018 Feminist Encounters A Journal of Critical Studies in Culture and Politics  
Feminist Encounters provides a forum for feminist theorists, scholars, and activists to communicate with each other, to better educate ourselves on international issues and thus promote more global understanding  ...  In the 1990s and 2000s it has been fair to say that feminist theory and Feminist Studies since have engaged more intentionally and deliberately with intersectionality -though Jennifer Baumgardner did caution  ...  ACKNOWLEDGEMENTS An early version of this paper was presented at the 16 th Berkshire Conference on the History of Women in Toronto, 22-25 May 2014.  ... 
doi:10.20897/femenc/3903 fatcat:2jf6zjlkwndwhg3ci3lju2d3re

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2011 Cartographic Perspectives  
limit the opportunity cost of working on outreach.  ...  Number of Representations List of Representations Used on Each Map A list of the types of representations (based on the definitions found in the list above) present on each map.  ...  Maps: Maps should be treated similarly to books, to the extent possible. Specific treatment may vary, however, and it is often preferable to list the map title first.  ... 
doi:10.14714/cp69.37 fatcat:u2an752nvngjxmmf5qxwd6ju3q

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2014 Cartographic Perspectives  
As important, though, is the variability of cost measure enabled by a systematic search. Systematic search may well reduce the mean cost, but it also makes the cost more predictable.  ...  Given the relatively high costs of conducting large-scale searches (of opposing military hardware, persons lost in the wilderness, drug interdiction, or any other well-hidden object), many systematic strategies  ... 
doi:10.14714/cp77.1265 fatcat:vcw7lat6d5gm3druagls7zzsva

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1997 Cartographic Perspectives  
•ed by Irina Vasiliev continued on page 2  ...  Given its reasonable cost, it could be used to supplement such a course. This reviewer recommends this book, given the understanding that it is written and intended for a fairly specific audience.  ...  'WYSIWIG' is referred to but is never defined, making it more difficult to understand its impact by not understanding the acronym.  ... 
doi:10.14714/cp27.842 fatcat:sj4h4rljfrc7babz6lpdmzzw34

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Equip De Redacció
2014 Papers  
Second, I would like to thank the authors Acknowledgments The first draft of this paper was prepared for a PhD course on "Norms, Values, and Normative Argumentation" organized by the department of sociology  ...  and human geography of the University of Oslo and held at the Centre de Coopération Franco-Norvégien in Paris in January 2012.  ...  The Hidden Forces That Shape Our Decisions. New York: HarperCollins. Becker, Dominik (2013). "The Impact of Teachers' Expectations on Students' Edu-The Art of Self-Persuasion.  ... 
doi:10.5565/rev/papers.2158 fatcat:ptlufpm4arf63m5pnyqyzjyhsu

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2013 Cartographic Perspectives  
Improving one value driver of a map may come at the cost of another.  ...  They have other ways of understanding the world that are more comfortable or efficient for them.  ...  G E N E R A L G U I D E L I N E S Websites: Websites may be generally referenced in running text ("On its website, the Evanston Public Library Board of Trustees states . . .") rather than with a URL listing  ... 
doi:10.14714/cp73.1190 fatcat:icof5uuvxneg7pkh5byzt5qxli

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Editor Journal of the Scholarship of Teaching and Learning
2013 The Journal of Scholarship of Teaching and Learning  
Acknowledgements Thank you to the Dynamics Lab at the University of Oregon for feedback on a presentation of this data which resulted in helpful suggestions for data coding and analysis.  ...  Acknowledgements The authors would like to acknowledge the support and assistance of the Chemistry Department at our university and its Organic Chemistry students.  ...  Another limitation of the study was the length of the quizzes, with only five to seven questions on each quiz.  ... 
doaj:2efe97e7f8a348468b0a832075b8a587 fatcat:wdsxjcjor5h4pgck4jiaxvsje4

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2020 CAML Review / Revue de l ACBM  
We need to find efficiencies in this work since the task of processing this donation needs to find its place amongst a list of other tasks that need to be maintained.  ...  As stated previously, the collection has research value as a whole, but it is only when one knows the contents of the collection that its complete research value is realized.  ...  The Operatic Archive explores opera's potential as a means of historical knowing, grounding its arguments in a number of operas based on historical subjects.  ... 
doi:10.25071/1708-6701.40384 fatcat:r4de5zvzxjcpjbpvbxfgjwap3m

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2006 Cartographic Perspectives  
This can also be seen in the United States, where the cost books of Mathew Carey list male map colorists.  ...  The impact of cultural and linguistic history is not necessarily logical when it comes to the names of these types of features.  ...  They go on to say "Of course, the importance of understanding the location patterns of gay and lesbian couples goes beyond simply acknowledging that they exist.  ... 
doi:10.14714/cp55.317 fatcat:wnx3upnzsndvtm4nyp3dy7arie

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2005 Cartographic Perspectives  
The FORTRAN code used to create the 10 x 5 DDM from the 3 x 5 DEM is listed below the diagrams.  ...  Geometric (topological) properties of the DLG files have inappropriate impact on the resultant SVG graphics.  ...  Although the map was well received by the user community, it was clear our dataset was not adequate for our goals.  ... 
doi:10.14714/cp50.408 fatcat:r6vmmcrqrrfahhylqjly6lsboq

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JCER | Journal of Contemporary European Research
2009 Journal of Contemporary European Research  
Security and Liberty in the European Union. Guest Edited by Juliet Lodge.  ...  EU Asylum Policy and the European Commission 165 J C E R References Ackers, D. (2005). `The Negotiations on the Asylum Procedures Directive`, European Journal of Migration and Law, 7(1), pp.1-33.  ...  It suggests that ESDP is becoming stronger, both politically and militarily and that in the mid-term the European Union will become a full global player owing to the rationalization of the institutions  ... 
doaj:b5e444547a354dc98d9f6716cbb2c282 fatcat:tb4qgaktgzdufcszykczx6sctm
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