Neural Rankers

A Regularization Framework for Gender Bias Mitigation in Dense Neural Rankers

A regularization framework for mitigating gender bias in dense neural rankers.

Shirin Seyedsalehi, Morteza Zihayat, Ebrahim Bagheri

Led to Mislead: Adversarial Content Injection for Attacks on Neural Ranking Models

Adversarial content injection attacks that mislead neural ranking models.

Amin Bigdeli, Amir Khosrojerdi, Radin Hamidi Rad, Morteza Zihayat, Charles L. A. Clarke, Ebrahim Bagheri

Datasets for Supervised Adversarial Attacks on Neural Rankers

Datasets for supervised adversarial attacks on neural rankers.

Amir Khosrojerdi, Amin Bigdeli, Radin Hamidi Rad, Morteza Zihayat, Charles LA Clarke, Ebrahim Bagheri

Gender disentangled representation learning in neural rankers

Gender disentangled representation learning in neural rankers for bias mitigation.

Shirin Seyedsalehi, Sara Salamat, Negar Arabzadeh, Sajad Ebrahimi, Morteza Zihayat, Ebrahim Bagheri

A Light-Weight Strategy for Restraining Gender Biases in Neural Rankers

Light-weight strategy for restraining gender biases in neural rankers.

Amin Bigdeli, Negar Arabzadeh, Shirin Seyedsalehi, Morteza Zihayat, Ebrahim Bagheri

A Light-Weight Strategy for Restraining Gender Biases in Neural Rankers

Light-weight strategy for restraining gender biases in neural rankers.

Amin Bigdeli, Negar Arabzadeh, Shirin Seyedsalehi, Morteza Zihayat, Ebrahim Bagheri

Addressing gender-related performance disparities in neural rankers

Methods for addressing gender-related performance disparities in neural rankers.

Shirin Seyedsalehi, Amin Bigdeli, Negar Arabzadeh, Morteza Zihayat, Ebrahim Bagheri