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#data science Open access Oct 2026

Beyond Short Names: Emoji Keyword Retrieval across Models and Bounded Causal Tests

Revised independent preprint, version 1.0.0. This preprint was revised in response to reviewer feedback from the NeurIPS 2026 workshop Interpretability as a Science (InterpScience). It is not an accepted workshop paper or a conference proceedings paper. We distinguish information readable from hidden states from its ca...

Ryo Higa · 0 citations
#small language model Open access Sep 2026

Steering the Familiar: Dépaysement as a Probe of Semantic Resilience in Language Models

Exploratory preprint, version 0.1. We use dépaysement as a probe of whether activation steering can change the roles of familiar objects while preserving readable scene continuity. A selector-free study crosses two prompts and three steering strengths over 12 mundane scenes. Medium steering increases an observer-labele...

Ryo Higa · 0 citations
#small language model Open access Sep 2026

Steering the Familiar: Dépaysement as a Probe of Semantic Resilience in Language Models

Exploratory preprint, version 0.1. We use dépaysement as a probe of whether activation steering can change the roles of familiar objects while preserving readable scene continuity. A selector-free study crosses two prompts and three steering strengths over 12 mundane scenes. Medium steering increases an observer-labele...

Ryo Higa · 0 citations

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