Application of Feature Extraction Algorithm in the Construction of Interactive English Chinese Translation Mode

Abstract

In the process of English translation, traditional interactive English translation system is not obvious in English semantic context. The optimal feature selection process does not achieve the optimal translation solution, and the translation accuracy is low. Based on this, this paper designs an interactive English Chinese translation system based on a feature extraction algorithm. By introducing the feature extraction algorithm, the optimal translation solution is selected, and the semantic mapping model is constructed to translate the best translation into English Chinese translation. The real experiment results show that the interactive English Chinese translation system based on feature extraction algorithm can get the best solution.

The Impact of Artificial Intelligence on Language Translation: A Review

“…This is the author's version which has not been fully edited and content may change prior to final publication. Citation information: DOI 10.1109/ACCESS.2024.3366802 [58], [61], [64], [68], [86], [72], [74], [76], [78], [81], [85], and [93] largely focus on various aspects of machine translation, including methodologies, approaches, and applications. In contrast, references [29], [38], [53], [45], [40], [41], [42], [47], [48], [35], [60], [61], [63], [64], [87], [69], [70], [71], [82], and [89] examine the use of deep learning, neural networks, and related technologies in machine translation and natural language processing.…”

“…Dong [74] aims to discuss the constraints that have been identified in conventional interactive English translation systems, with a specific focus on the clarity of the English semantic context, the efficacy of feature selection procedures, and the overall correctness of translation. This study provides an approach to solve these problems by introducing an interactive English-Chinese translation system that makes use of advanced feature extraction methods.…”