Nikita Balagansky

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authored a paper 7 months ago

Teach Old SAEs New Domain Tricks with Boosting

Paper • 2507.12990 • Published Jul 17, 2025 • 12

authored a paper 8 months ago

Train Sparse Autoencoders Efficiently by Utilizing Features Correlation

Paper • 2505.22255 • Published May 28, 2025 • 24

authored 2 papers 12 months ago

You Do Not Fully Utilize Transformer's Representation Capacity

Paper • 2502.09245 • Published Feb 13, 2025 • 37

Analyze Feature Flow to Enhance Interpretation and Steering in Language Models

Paper • 2502.03032 • Published Feb 5, 2025 • 60

authored 2 papers over 1 year ago

Classifiers are Better Experts for Controllable Text Generation

Paper • 2205.07276 • Published May 15, 2022

Mechanistic Permutability: Match Features Across Layers

Paper • 2410.07656 • Published Oct 10, 2024 • 20

authored 4 papers almost 2 years ago

PALBERT: Teaching ALBERT to Ponder

Paper • 2204.03276 • Published Apr 7, 2022

Learn Your Reference Model for Real Good Alignment

Paper • 2404.09656 • Published Apr 15, 2024 • 90

Weight Squeezing: Reparameterization for Knowledge Transfer and Model Compression

Paper • 2010.06993 • Published Oct 14, 2020

Linear Transformers with Learnable Kernel Functions are Better In-Context Models

Paper • 2402.10644 • Published Feb 16, 2024 • 81