Nikita Balagansky

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authored a paper about 1 month ago

Train Sparse Autoencoders Efficiently by Utilizing Features Correlation

Paper • 2505.22255 • Published May 28 • 23

authored 2 papers 5 months ago

You Do Not Fully Utilize Transformer's Representation Capacity

Paper • 2502.09245 • Published Feb 13 • 38

Analyze Feature Flow to Enhance Interpretation and Steering in Language Models

Paper • 2502.03032 • Published Feb 5 • 61

authored 2 papers 9 months 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 3 papers about 1 year 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 • 88

Weight Squeezing: Reparameterization for Knowledge Transfer and Model Compression

Paper • 2010.06993 • Published Oct 14, 2020

authored a paper over 1 year ago

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

Paper • 2402.10644 • Published Feb 16, 2024 • 82