Search Results for author: Qin Dai

Found 4 papers, 2 papers with code

Cross-stitching Text and Knowledge Graph Encoders for Distantly Supervised Relation Extraction

1 code implementation2 Nov 2022 Qin Dai, Benjamin Heinzerling, Kentaro Inui

They either do not allow any sharing between the text encoder and the KG encoder at all, or, in case of models with KG-to-text attention, only share information in one direction.

Knowledge Graphs Relation Extraction

Two Training Strategies for Improving Relation Extraction over Universal Graph

1 code implementation EACL 2021 Qin Dai, Naoya Inoue, Ryo Takahashi, Kentaro Inui

This paper explores how the Distantly Supervised Relation Extraction (DS-RE) can benefit from the use of a Universal Graph (UG), the combination of a Knowledge Graph (KG) and a large-scale text collection.

Relation Extraction

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