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Miranda Muqing Miao, Young-Min Cho, Lyle Ungar · 2026 · arXiv 2602.06022

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cs.LG 1

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2026 1

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UNVERDICTED 1

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Conceptors for Semantic Steering

cs.LG · 2026-05-06 · unverdicted · novelty 6.0

Conceptors as soft projection matrices from bipolar activations offer a multidimensional, compositional, and geometrically principled method for semantic steering in LLMs that outperforms single-vector baselines in multi-dimensional subspaces.

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  • Conceptors for Semantic Steering cs.LG · 2026-05-06 · unverdicted · none · ref 18

    Conceptors as soft projection matrices from bipolar activations offer a multidimensional, compositional, and geometrically principled method for semantic steering in LLMs that outperforms single-vector baselines in multi-dimensional subspaces.