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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.