Xia Wu

Design of multimodal collaborative representation learning algorithm in English translation tasks

This paper introduces a multimodal collaborative representation learning algorithm (MCRA-Net) to tackle challenges in English translation, including cultural differences, context dependency, terminological accuracy, and polysemy resolution. The algorithm integrates three types of heterogeneous data-text, image and voic...