5 papers
ARMS: A Vision for Actor Reputation Metric Systems in the Open-Source Software Supply Chain
Kelechi G. Kalu, Sofia Okorafor, Betül Durak +4
Many critical information technology and cyber-physical systems rely on a supply chain of open-source software projects. OSS project maintainers often integrate contributions from…
Sandi: A System for Accountability
F. Betül Durak, Kim Laine, Simon Langowski +1
We present a system, Sandi, for creating trust through accountability. Concretely, we focus on online communication scenarios, where the communicating parties do not know each othe…
Sandi: A System for Accountability and Applications in Direct Communication (Extended Abstract)
F. Betül Durak, Kim Laine, Simon Langowski +3
Reputation systems guide our decision making both in life and work: which restaurant to eat at, which vendor to buy from, which software dependencies to use, and who or what to tru…
Improving the Reusability of Pre-trained Language Models in Real-world Applications
Somayeh Ghanbarzadeh, Hamid Palangi, Yan Huang +2
The reusability of state-of-the-art Pre-trained Language Models (PLMs) is often limited by their generalization problem, where their performance drastically decreases when evaluate…
Gender-tuning: Empowering Fine-tuning for Debiasing Pre-trained Language Models
Somayeh Ghanbarzadeh, Yan Huang, Hamid Palangi +2
Recent studies have revealed that the widely-used Pre-trained Language Models (PLMs) propagate societal biases from the large unmoderated pre-training corpora. Existing solutions r…