618 citations · 2.3k across the 40 of their papers we have counts for
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cs.CL2014
Embedding Entities and Relations for Learning and Inference in Knowledge Bases
Bishan Yang, Wen-tau Yih, Xiaodong He +2
We consider learning representations of entities and relations in KBs using the neural-embedding approach. We show that most existing models, including NTN (Socher et al., 2013) an…
cs.CL2014★ 21 cited
Learning Multi-Relational Semantics Using Neural-Embedding Models
Bishan Yang, Wen-tau Yih, Xiaodong He +2
In this paper we present a unified framework for modeling multi-relational representations, scoring, and learning, and conduct an empirical study of several recent multi-relational…