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Home/Authors/Humzah Merchant

Humzah Merchant

1 indexed paper

Recent (6 mo)
1
With code
0
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Publications per year

1
26

Top categories

NLP×1

Frequent co-authors

Bradford Levy1×

Research Timeline

2026
Divergence Decoding: Inference-Time Unlearning via Auxiliary Models

Divergence Decoding (DD) is a novel, effective, and inexpensive method that uses auxiliary models to steer LLM logits during inference, enabling the removal of memorized sensitive data without significant utility loss.

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Papers

cs.CLRecentMay 29, 2026

Divergence Decoding: Inference-Time Unlearning via Auxiliary Models

Humzah Merchant, Bradford Levy

Divergence Decoding (DD) is a novel, effective, and inexpensive method that uses auxiliary models to steer LLM logits during inference, enabling the removal of memorized sensitive data without signifi…

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