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cs.CL2025★ 1 cited
Elastic Architecture Search for Efficient Language Models
Shang Wang
As large pre-trained language models become increasingly critical to natural language understanding (NLU) tasks, their substantial computational and memory requirements have raised…
cs.CL2025
W-PCA Based Gradient-Free Proxy for Efficient Search of Lightweight Language Models
Shang Wang
The demand for efficient natural language processing (NLP) systems has led to the development of lightweight language models. Previous work in this area has primarily focused on ma…