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20242026
most citedML2SC: Deploying Machine Learning Models as Smart Contracts on the Blockchain

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cs.CL2026

Compression-Aware Abstention: Teaching LLMs to Refuse When KV-Compression Masks Remove Answer Evidence

Mohammadali Khodabandehlou, Bhaskar Krishnamachari

KV-cache compression reduces LLM inference memory by evicting context tokens, but when the evicted tokens contain answer-bearing evidence, the model may hallucinate instead of reco…