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07/19/2023
Efficiency Pentathlon: A Standardized Arena for Efficiency Evaluation
Rising computational demands of modern natural language processing (NLP)...
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02/13/2023
The Framework Tax: Disparities Between Inference Efficiency in Research and Deployment
Increased focus on the deployment of machine learning systems has led to...
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04/24/2020
G-DAUG: Generative Data Augmentation for Commonsense Reasoning
Recent advances in commonsense reasoning depend on large-scale human-ann...
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04/08/2019
CODAH: An Adversarially Authored Question-Answer Dataset for Common Sense
Commonsense reasoning is a critical AI capability, but it is difficult t...
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04/08/2019