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What is Deep Contextualized Learning for ABSA about?

The document presents a novel approach called Deep Contextualized Relation-Aware Network (DCRAN) for aspect-based sentiment analysis (ABSA), which enhances the understanding of contextual information and the relationships among subtasks. DCRAN employs two modules for aspect and opinion propagation along with explicit self-supervised strategies to improve the identification of multiple aspect-opinion pairs and their polarities. Experimental results indicate that DCRAN significantly outperforms existing state

Author

5s429ing

Language

EN