基于RNN编码器的交互式机器翻译平台控制技术

Control Technology of Interactive Machine Translation Platform Based on RNN Encoder

摘要:

为减少交互式机器翻译平台在工作时受到的干扰信息，利用RNN编码器设计了一种机器翻译平台控制技术。通过研究RNN编码器单级交互式机器翻译平台、复合交互式机器翻译平台的嵌入方式，分析RNN编码器控制下的交互式机器翻译平台结构。在将RNN编码器嵌入交互式平台后，加入平台速度稳定控制回路和平台位置稳定控制回路，实现稳定功能、锁定功能、扫描功能以及自动控制功能，利用被动隔离方法和主动稳定方法确保稳定控制。通过实验验证，该控制技术可以有效减少交互式机器翻译平台工作时受到的外界信息干扰。

Abstract:

In order to reduce the interference information of interactive machine translation platform, a control technology of machine translation platform is designed by using RNN encoder. By studying the embedding mode of single-stage interactive machine translation platform and compound interactive machine translation platform of RNN encoder, the structure of interactive machine translation platform controlled by RNN encoder is analyzed. After embedding RNN encoder into interactive platform, the platform speed stabilization control loop and platform position stabilization control loop are added to realize stabilization function, locking function, scanning function and automatic control function. Passive isolation method and active stabilization method are used to ensure stable control. The experimental results show that the control technology can effectively reduce the interference of external information when the interactive machine translation platform works.