Mengqi Zhang
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126
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NLP×1Crypto×1
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2026
On the Hidden Costs of Counterfactual Knowledge Training in LLM Unlearning
This paper analyzes the limitations of Counterfactual Knowledge Training (CFT) for LLM unlearning, identifying knowledge conflict and hallucination spillover as major pitfalls that hinder its effectiveness.
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