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Figure 1: We leverage semantic information to unify the representation of entities and relations. Relational triples are extracted by modeling the entity-entity inter- action (blue dashed line) and entity-relation interaction (red solid line) in a unied way. to jointly extract <s-r-o> triples in an end-to-end manner.

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