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Paper/Multimodal Learning

[Graph&Text] ConGraT: Self-Supervised Contrastive Pretraining for Joint Graph and Text Embeddings

https://arxiv.org/abs/2305.14321

 

ConGraT: Self-Supervised Contrastive Pretraining for Joint Graph and Text Embeddings

We propose ConGraT(Contrastive Graph-Text pretraining), a general, self-supervised method for jointly learning separate representations of texts and nodes in a parent (or ``supervening'') graph, where each text is associated with one of the nodes. Datasets

arxiv.org