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cs.LG2025
NOMAD Projection
Brandon Duderstadt, Zach Nussbaum, Laurens van der Maaten
The rapid adoption of generative AI has driven an explosion in the size of datasets consumed and produced by AI models. Traditional methods for unstructured data visualization, suc…
cs.CL2025★ 3 cited
Training Sparse Mixture Of Experts Text Embedding Models
Zach Nussbaum, Brandon Duderstadt
Transformer-based text embedding models have improved their performance on benchmarks like MIRACL and BEIR by increasing their parameter counts. However, this scaling approach intr…