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Colin Raffel
Colin Raffel
8
papers
145
total citations
papers (8)
Learning to Route Among Specialized Experts for Zero-Shot Generalization
ICML 2024
arXiv
57
citations
FineWeb2: One Pipeline to Scale Them All — Adapting Pre-Training Data Processing to Every Language
COLM 2025
arXiv
51
citations
AttriBoT: A Bag of Tricks for Efficiently Approximating Leave-One-Out Context Attribution
ICLR 2025
arXiv
15
citations
The Common Pile v0.1: An 8TB Dataset of Public Domain and Openly Licensed Text
NEURIPS 2025
arXiv
11
citations
Position: The Most Expensive Part of an LLM *should* be its Training Data
ICML 2025
arXiv
7
citations
The Butterfly Effect: Neural Network Training Trajectories Are Highly Sensitive to Initial Conditions
ICML 2025
arXiv
2
citations
Fishers for Free? Approximating the Fisher Information Matrix by Recycling the Squared Gradient Accumulator
ICML 2025
arXiv
2
citations
Enhancing Training Data Attribution with Representational Optimization
NEURIPS 2025
arXiv
0
citations