Marta Marchiori Manerba

Social Bias Probing: Fairness Benchmarking for Language Models

While the impact of social biases in language models has been recognized, prior methods for bias evaluation have been limited to binary association tests on small datasets, limiting our understanding of bias complexities. This paper proposes a novel framework for probing language models for social b…