Inductive reasoning with type-constrained encoding for emerging entities

Chong Mu, Lizong Zhang, Zhiguo Wang, Qianghua Yuan, Chengzong Peng

Abstract: Highlights•Introduces entity type features for fine-grained entity encoding.•Proposes attention mechanism combining co-occurrence and similarity.•Alleviates KG sparsity with soft facts and confidence scores.