Neural machine unranking

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 growing demands for data privacy compliance and selective information removal in neural IR systems. Existing task-agnostic...

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Bibliographic Details
Main Authors: Jingrui Hou, Axel Finke, Georgina Cosma
Format: Default Article
Published: 2025
Subjects:
controllable forgetting
data removal
information retrieval (IR)
machine unlearning
neural ranking
Online Access:https://hdl.handle.net/2134/31017601.v1
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