Shenghua Liu

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Publication activitypapers/week, last 8 weeks

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Interpretability & Mechanistic Interp (1)Natural Language Processing (1)

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Yuyao Ge (1)Yiwei Wang (1)Tianyu Liu (1)Baolong Bi (1)

Papers (1)

Mar 11, 2026

5d ago

Prism-$\Delta$: Differential Subspace Steering for Prompt Highlighting in Large Language Models

Prompt highlighting in LLMs gets a serious upgrade: PRISM-$\Delta$ steers models to focus on relevant text spans with better accuracy and fluency, even in long contexts.

Yuyao Ge, Shenghua Liu, Yiwei Wang +6

Interpretability & Mechanistic Interp Natural Language Processing

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Shenghua Liu

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)