Optimization of English translation model combining deep learning and attention mechanism and its application in cross-cultural communication

Abstract In today’s globalized context, cross-cultural communication is becoming increasingly frequent, and the importance of English translation is becoming more prominent. Although the traditional Transformer architecture achieves global relevance capture through self-attention, its O (n) computat...

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Bibliographic Details

Published in:	Discover Artificial Intelligence
Main Author:	Shengqin Bi
Format:	Article
Language:	English
Published:	Springer 2025-09-01
Subjects:	Deep learning Attention mechanism Neural machine translation Cross-cultural communication Cultural feature vector
Online Access:	https://doi.org/10.1007/s44163-025-00511-6