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Generic and Trend-aware Curriculum Learning for Relation Extraction in Graph Neural Networks [article]

Nidhi Vakil, Hadi Amiri
2022 arXiv   pre-print
We present a generic and trend-aware curriculum learning approach for graph neural networks.  ...  The model effectively integrates textual and structural information for relation extraction in text graphs.  ...  by the model.There are very few curriculum learning methods designed to work on the graph structure.Wang et al. (2021)developed CurGraph, which is a curriculum learning method for sub-graph classification.The  ... 
arXiv:2205.08625v1 fatcat:4vrli5zp35e3ll5t3iba2kg3mq