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05/24/2023
Flan-MoE: Scaling Instruction-Finetuned Language Models with Sparse Mixture of Experts
The explosive growth of language models and their applications have led ...
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05/18/2022
Dialog Inpainting: Turning Documents into Dialogs
Many important questions (e.g. "How to eat healthier?") require conversa...
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02/18/2022
Mixture-of-Experts with Expert Choice Routing
Sparsely-activated Mixture-of-experts (MoE) models allow the number of p...
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10/15/2018
MGSim + MGMark: A Framework for Multi-GPU System Research
The rapidly growing popularity and scale of data-parallel workloads dema...
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11/25/2017
Feature Selection Facilitates Learning Mixtures of Discrete Product Distributions
Feature selection can facilitate the learning of mixtures of discrete ra...
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06/09/2015