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07/01/2023
Revisiting Sample Size Determination in Natural Language Understanding
Knowing exactly how many data points need to be labeled to achieve a cer...
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05/29/2023
LLM-QAT: Data-Free Quantization Aware Training for Large Language Models
Several post-training quantization methods have been applied to large la...
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01/05/2022
Hyperparameter-free Continuous Learning for Domain Classification in Natural Language Understanding
Domain classification is the fundamental task in natural language unders...
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12/30/2021