1 citations · 2 across the 7 of their papers we have counts for
3 papers · 1 filter
The effect of fine-tuning on language model toxicity
Will Hawkins, Brent Mittelstadt, Chris Russell
Fine-tuning language models has become increasingly popular following the proliferation of open models and improvements in cost-effective parameter efficient fine-tuning. However,…
OxonFair: A Flexible Toolkit for Algorithmic Fairness
Eoin Delaney, Zihao Fu, Sandra Wachter +2
We present OxonFair, a new open source toolkit for enforcing fairness in binary classification. Compared to existing toolkits: (i) We support NLP and Computer Vision classification…
Resource-constrained Fairness
Sofie Goethals, Eoin Delaney, Brent Mittelstadt +1
Access to resources strongly constrains the decisions we make. While we might wish to offer every student a scholarship, or schedule every patient for follow-up meetings with a spe…