O4-N Multilingual Knowledge Alignment with Embedding Representation Learning

PIs: Ji Wu, Dejing Dou

The goal of this project is to create a novel “Multilingual Knowledge Alignment” method in the medical domain with no/less parallel corpus, to enhance/improve Medical Knowledge in Chinese.


  • To create a multi-embedding based system to combine un-structured/bi-structured/structured relational knowledge to obtain Unified Medical Knowledge Embedding.
  • To develop a Medical Knowledge Embedding based system to align multilingual medical knowledge with no/less parallel corpus.