Faizan Ali
1 indexed paper
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126
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NLP×1Crypto×1
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2026
Segment-Level Coherence for Robust Harmful Intent Probing in LLMs
The paper introduces a robust streaming probing objective that requires multiple evidence tokens to support a prediction, significantly improving the detection of harmful intent in LLMs, especially in sensitive CBRN domains.
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Papers
cs.CLcs.CRRecentApr 16, 2026
Segment-Level Coherence for Robust Harmful Intent Probing in LLMs
Xuanli He, Bilgehan Sel, Faizan Ali, Jenny Bao +2 more
The paper introduces a robust streaming probing objective that requires multiple evidence tokens to support a prediction, significantly improving the detection of harmful intent in LLMs, especially in…
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