Polina Druzhinina
4 papers · 2024–2026 · 4 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
🚀
Conference Pioneer
Conferences
AAAI (1)
ACL (1)
MICCAI (1)
NAACL (1)
Top co-authors
Keywords
sparse autoencoder
(2)
large language model
(2)
feature extraction
(1)
contextual information
(1)
mechanistic interpretability
(1)
residual stream
(1)
writing style
(1)
token-level analysis
(1)
context memory
(1)
feature steering
(1)
logit len
(1)
punctuation token
(1)
artificial text detection
(1)
transformer architecture
(1)
reasoning feature
(1)
representation learning
(1)
Papers
I Have Covered All the Bases Here: Interpreting Reasoning Features in Large Language Models via Sparse Autoencoders
AAAI 2026
Feature-Level Insights into Artificial Text Detection with Sparse Autoencoders
ACL 2025
LLM-Microscope: Uncovering the Hidden Role of Punctuation in Context Memory of Transformers
NAACL 2025
MEGFormer: enhancing speech decoding from brain activity through extended semantic representations
MICCAI 2024