Search Results for author: Luca Pascarella

Found 3 papers, 2 papers with code

Automating Code-Related Tasks Through Transformers: The Impact of Pre-training

1 code implementation8 Feb 2023 Rosalia Tufano, Luca Pascarella, Gabriele Bavota

Then, we pre-train 32 transformers using both (i) generic pre-training objectives usually adopted in SE; and (ii) pre-training objectives tailored to specific code-related tasks subject of our experimentation, namely bug-fixing, code summarization, and code completion.

Bug fixing Code Completion +2

Evaluating SZZ Implementations Through a Developer-informed Oracle

1 code implementation5 Feb 2021 Luca Pascarella, Simone Scalabrino, Rosalia Tufano, Gabriele Bavota, Michele Lanza, Rocco Oliveto

Once built, we used the oracle to evaluate several variants of the SZZ algorithm in terms of their accuracy.

Software Engineering

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