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Advances in Pruning and Quantization for Natural Language Processing

With ongoing advancements in natural language processing (NLP) and deep learning methods, the demand for computational and memory resources has considerably increased, which signifies the determination of efficient and compact models in resource-constrained environments. A comprehensive overview of...

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Wedi'i Gadw mewn:
Prif Awduron: Ummara Bibi, Mahrukh Mazhar, Dilshad Sabir, Muhammad Fasih Uddin Butt, Ali Hassan, Mustansar Ali Ghazanfar, Arshad Ali Khan, Wadood Abdul
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: IEEE 2024-01-01
Cyfres:IEEE Access
Pynciau:
Convolutional neural network
natural language processing
quantization
NLP models
compression
pruning
Mynediad Ar-lein:https://ieeexplore.ieee.org/document/10685352/
Tagiau: Ychwanegu Tag
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