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Pascal Roos

dblp:167/0175 · DBLP profile ↗
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1ranked-venue papers
1as first author
0since 2021 · last 2015
—ORCID · none

Domains — the database's venue-derived domains; a paper can count in several

Software engineering, systems software and programming languages · 1 · 1 first-author

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Software engineering, system software, and programming languages
1 paper
Program synthesis and code generation · 100%

Topics — the 2 heaviest of 2, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Program synthesis and code generation
code completion
0.212015
Fast and Precise Statistical Code Completion · ICSE (2) 2015
Program synthesis and code generation › code completion
statistical code completion
0.212015
Fast and Precise Statistical Code Completion · ICSE (2) 2015

Methods — techniques the papers use, named apart from their topics

smoothing · 0.2n-gram language model · 0.2beam search · 0.2
YearPublicationVenuePosition
2015 Fast and Precise Statistical Code Completion
abstract
The main problem we try to solve is API code completion which is both precise and works in real-time. We describe an efficient implementation of an N-gram language model combined with several smoothing methods and a completion algorithm based on beam search. We show that our system is both fast and precise using a thorough experimental evaluation. With optimal parameters we are able to find completions in milliseconds and the desired completion is in the top 3 suggestions in 89% of the time.
Pascal Roos
ICSE (2)1