2 papers
cs.IR2025
Neural Corrective Machine Unranking
Jingrui Hou, Axel Finke, Georgina Cosma
Machine unlearning in neural information retrieval (IR) systems requires removing specific data whilst maintaining model performance. Applying existing machine unlearning methods t…
cs.IR2025
Neural Machine Unranking
Jingrui Hou, Axel Finke, Georgina Cosma
We address the problem of machine unlearning in neural information retrieval (IR), introducing a novel task termed Neural Machine UnRanking (NuMuR). This problem is motivated by gr…