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cs.LG2026
Tensor Product Representation Probes Reveal Shared Structure Across Linear Directions
Andrew Lee, Fernanda Viégas, Martin Wattenberg
While researchers are finding concepts represented as linear directions in language models, a bag of linear directions fails to capture relational structure. To better understand t…
cs.CL2026
Large Language Models Generate Harmful Responses Using a Distinct Mechanism, Shared Across Harm Types
Hadas Orgad, Boyi Wei, Kaden Zheng +4
Large language models remain vulnerable to jailbreaks that elicit harmful responses, yet the mechanism behind harmful response generation is poorly understood. Here, we investigate…