CodeLL: A Lifelong Learning Dataset to Support the Co-Evolution of Data and Language Models of Code

1 code implementation • 20 Dec 2023 • Martin Weyssow, Claudio Di Sipio, Davide Di Ruscio, Houari Sahraoui

Motivated by recent work on lifelong learning applications for language models (LMs) of code, we introduce CodeLL, a lifelong learning dataset focused on code changes.

GitRanking: A Ranking of GitHub Topics for Software Classification using Active Sampling

1 code implementation • 19 May 2022 • Cezar Sas, Andrea Capiluppi, Claudio Di Sipio, Juri Di Rocco, Davide Di Ruscio

Finally, we show that GitRanking is a dynamically extensible method: it can currently accept further terms to be ranked with a minimum number of annotations ($\sim$ 15).

domain classification Specificity

Leveraging Privacy Profiles to Empower Users in the Digital Society

no code implementations • 1 Apr 2022 • Davide Di Ruscio, Paola Inverardi, Patrizio Migliarini, Phuong T. Nguyen

Users need to manage software privacy settings properly to protect personally identifiable information and express personal ethical preferences.

Ethics Recommendation Systems