Can I read Efficient Attention in Language Models on EtoBox?

Efficient Attention in Language Models by Nguyễn Hữu Dũng is a document available to read on EtoBox.

What is Efficient Attention in Language Models about?

This survey reviews efficient attention mechanisms for large language models, focusing on linear and sparse attention methods that address the computational challenges of traditional self-attention. It categorizes linear attention into kernelized, recurrent, and fast-weight approaches, while sparse attention includes fixed-pattern, block, and clustering techniques. The document also discusses the integration of these efficient mechanisms into pre-trained language models, highlighting their potential for sca

Author

Nguyễn Hữu Dũng

Language

EN