Lightweight and efficient neural natural language processing with quaternion networks

Lightweight and efficient neural natural language processing with quaternion networks

Many state-of-the-art neural models for NLP are heavily parameterized and thus memory inefficient. This paper proposes a series of lightweight and memory efficient neural architectures for a potpourri of natural language processing (NLP) tasks. To this end, our models exploit computation using Quate...

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書目詳細資料
Main Authors:	TAY, Yi, ZHANG, Aston, LUU, Anh Tuan, RAO, Jinfeng, ZHANG, Shuai, WANG, Shuohang, FU, Jie, HUI, Siu Cheung
格式:	text
語言:	English
出版:	Institutional Knowledge at Singapore Management University 2019
主題:	OS and Networks Programming Languages and Compilers
在線閱讀:	https://ink.library.smu.edu.sg/scis_studentpub/2 https://ink.library.smu.edu.sg/context/scis_studentpub/article/1002/viewcontent/P19_1145.pdf
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