Home » Authors » Dmitry Scherbakov, Oleg Chernikov, Victoria Khamash, Kirill Afendulev, Alexey Dontsov, Ivan Oseledets, Elena Tutubalina, Anton Korznikov

Dmitry Scherbakov, Oleg Chernikov, Victoria Khamash, Kirill Afendulev, Alexey Dontsov, Ivan Oseledets, Elena Tutubalina, Anton Korznikov

Public reference bibliography and cataloged PDF materials authored or published by Dmitry Scherbakov, Oleg Chernikov, Victoria Khamash, Kirill Afendulev, Alexey Dontsov, Ivan Oseledets, Elena Tutubalina, Anton Korznikov.

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From Stories to Features: Scaling Concept Vectors for AI Alignment & Interpretability

Year: 2026 • Source: arxiv.org • Listed PDF

We study feature vectors: directions in a language model's activation space that correspond to human-interpretable concepts, such as honesty or deception. Existing unsupervised methods like sparse autoencoders attempt to...