BrainSurgery: Reproducible and Reliable Declarative Weight Manipulations for Model Editing and Upcycling
Paper • 2606.09707 • Published • 7
AI & ML interests
Interpretability & Transparency, Agentic & Multi-agent Safety
Recent Activity
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lgalke
authored a
paper 4 days ago
lgalke
authored 10
papers 7 days ago
DeToNATION: Decoupled Torch Network-Aware Training on Interlinked Online Nodes
Paper • 2502.06728 • Published
Are We Really Making Much Progress in Text Classification? A Comparative Review
Paper • 2204.03954 • Published
Efficient Continual Learning for Small Language Models with a Discrete Key-Value Bottleneck
Paper • 2412.08528 • Published
FlexMoRE: A Flexible Mixture of Rank-heterogeneous Experts for Efficient Federatedly-trained Large Language Models
Paper • 2602.08818 • Published • 2
DaLA: Danish Linguistic Acceptability Evaluation Guided by Real World Errors
Paper • 2512.04799 • Published
SommBench: Assessing Sommelier Expertise of Language Models
Paper • 2603.12117 • Published • 1
Training Language Models to Use Prolog as a Tool
Paper • 2512.07407 • Published
The Moltbook Files: A Harmless Slopocalypse or Humanity's Last Experiment
Paper • 2605.07462 • Published • 3
Emergent Languages in Populations of Language Model Agents: From Token Efficiency to Oversight Evasion
Paper • 2605.31170 • Published • 12
LLMs Can Leak Training Data But Do They Want To? A Propensity-Aware Evaluation of Memorization in LLMs
Paper • 2606.06286 • Published • 8
lgalke
authored a
paper 17 days ago
lgalke
authored a
paper 8 months ago
lgalke
authored 6
papers 10 months ago
Continual Quantization-Aware Pre-Training: When to transition from 16-bit to 1.58-bit pre-training for BitNet language models?
Paper • 2502.11895 • Published • 3
What makes a language easy to deep-learn? Deep neural networks and humans similarly benefit from compositional structure
Paper • 2302.12239 • Published • 1
Dynaword: From One-shot to Continuously Developed Datasets
Paper • 2508.02271 • Published • 15
GenCodeSearchNet: A Benchmark Test Suite for Evaluating Generalization in Programming Language Understanding
Paper • 2311.09707 • Published
When are 1.58 bits enough? A Bottom-up Exploration of BitNet Quantization
Paper • 2411.05882 • Published • 1
CBOW Is Not All You Need: Combining CBOW with the Compositional Matrix Space Model
Paper • 1902.06423 • Published