LENS measures narrative unlearning at four resistance levels and shows existing objectives can suppress a target frame at selected middle checkpoints, with transfer to attributed/contrastive prompts and rare residual entity recovery.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CL 1years
2026 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Between Suppression and Collapse: Evaluating Narrative Unlearning with LENS
LENS measures narrative unlearning at four resistance levels and shows existing objectives can suppress a target frame at selected middle checkpoints, with transfer to attributed/contrastive prompts and rare residual entity recovery.