Chaoming Liu

Incorporating Syntactic and Phonetic Information into Multimodal Word Embeddings Using Graph Convolutional Networks

Multimodal models have been proven to outperform text-based models on learning semantic word representations. According to psycholinguistic theory, there is a graphical relationship among the modalities of language, and in recent years, the graph convolution network (GCN) has been proven to have sub…