Bias Mitigation

Bias-Aware Curriculum Sampling For Fair Ranking
Bias-aware curriculum sampling for fair ranking.
Gender disentangled representation learning in neural rankers
Gender disentangled representation learning in neural rankers for bias mitigation.
De-biasing relevance judgements for fair ranking
Methods for de-biasing relevance judgements for fair ranking.
A Light-Weight Strategy for Restraining Gender Biases in Neural Rankers
Light-weight strategy for restraining gender biases in neural rankers.
A Light-Weight Strategy for Restraining Gender Biases in Neural Rankers
Light-weight strategy for restraining gender biases in neural rankers.
Bias-aware Fair Neural Ranking for Addressing Stereotypical Gender Biases
Bias-aware fair neural ranking for addressing stereotypical gender biases.
Gender fairness in information retrieval systems
Approaches for ensuring gender fairness in information retrieval systems.