Search Results for author: Zeyang Fang

Found 3 papers, 2 papers with code

Simple and Effective Relation-based Embedding Propagation for Knowledge Representation Learning

1 code implementation13 May 2022 Huijuan Wang, Siming Dai, Weiyue Su, Hui Zhong, Zeyang Fang, Zhengjie Huang, Shikun Feng, Zeyu Chen, Yu Sun, dianhai yu

Notably, it averagely brings about 10% relative improvement to triplet-based embedding methods on OGBL-WikiKG2 and takes 5%-83% time to achieve comparable results as the state-of-the-art GC-OTE.

Knowledge Graphs Relation +1

NOTE: Solution for KDD-CUP 2021 WikiKG90M-LSC

no code implementations5 Jul 2021 Weiyue Su, Zeyang Fang, Hui Zhong, Huijuan Wang, Siming Dai, Zhengjie Huang, Yunsheng Shi, Shikun Feng, Zeyu Chen

In addition to the representations, we also use various statistical probabilities among the head entities, the relations and the tail entities for the final prediction.

Feature Engineering Question Answering +2

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