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P310 - Software Engineering 2021

https://dl.gi.de/handle/20.500.12116/34502
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Auflistung P310 - Software Engineering 2021 nach Schlagwort "AI"

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  • ConferencePaper
    Programming in Natural Language with fuSE: Synthesizing Methods from Spoken Utterances Using Deep Natural Language Understanding
    (Software Engineering 2021, 2021) Weigelt, Sebastian; Steurer, Vanessa; Hey, Tobias; Tichy, Walter
    With fuSE laypeople can create simple programs: one can teach intelligent systems new functions using plain English. fuSE uses deep learning to synthesize source code: it creates method signatures (for newly learned functions) and generates API calls (to form the body). In an evaluation on an unseen dataset fuSE synthesized 84.6% of the signatures and 66.9% of the API calls correctly.