Polina Druzhinina

4 papers at tracked venues · 2 at CORE A* · active 2024–2026

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Venues

AAAI ×1 ACL ×1 MICCAI ×1 NAACL ×1

Frequent coauthors

Anton Razzhigaev

×3

Ivan V. Oseledets

×2

Andrey V. Galichin

×1

Alexey Dontsov

×1

Oleg Rogov

×1

Elena Tutubalina

×1

Kristian Kuznetsov

×1

Laida Kushnareva

×1

Anastasia Voznyuk

×1

Irina Piontkovskaya

×1

Evgeny Burnaev

×1

Serguei Barannikov

×1

Papers

I Have Covered All the Bases Here: Interpreting Reasoning Features in Large Language Models via Sparse Autoencoders
AAAI 2026 ·
Andrey V. Galichin
,
Alexey Dontsov
, Polina Druzhinina,
Anton Razzhigaev
,
Oleg Rogov
,
Elena Tutubalina
,
Ivan V. Oseledets
Feature-Level Insights into Artificial Text Detection with Sparse Autoencoders
ACL 2025 ·
Kristian Kuznetsov
,
Laida Kushnareva
,
Anton Razzhigaev
, Polina Druzhinina,
Anastasia Voznyuk
,
Irina Piontkovskaya
,
Evgeny Burnaev
,
Serguei Barannikov
LLM-Microscope: Uncovering the Hidden Role of Punctuation in Context Memory of Transformers
NAACL 2025 ·
Anton Razzhigaev
,
Matvey Mikhalchuk
,
Temurbek Rahmatullaev
,
Elizaveta Goncharova
, Polina Druzhinina,
Ivan V. Oseledets
,
Andrey Kuznetsov
MEGFormer: Enhancing Speech Decoding from Brain Activity Through Extended Semantic Representations
MICCAI 2024 ·
Maria Boyko
, Polina Druzhinina,
Georgii Kormakov
,
Aleksandra Beliaeva
,
Maxim Sharaev