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Dynamic dual quaternion knowledge graph embedding


Dynamic dual quaternion knowledge graph embedding - SpringerLink

This paper proposes a novel knowledge graph embedding model called DualDE, which dynamically maps the dual quaternions to the knowledge graph.

Dual Quaternion Knowledge Graph Embeddings - AAAI

To embrace a richer set of relational information, we propose a new method called dual quaternion knowledge graph embeddings (DualE), which introduces dual.

Dynamic dual quaternion knowledge graph embedding

In order to solve this problem, this paper proposes a novel knowledge graph embedding model called DualDE, which dynamically maps the dual quaternions to the ...

Dynamic dual quaternion knowledge graph embedding - ProQuest

In order to solve this problem, this paper proposes a novel knowledge graph embedding model called DualDE, which dynamically maps the dual quaternions to the ...

Dynamic dual quaternion knowledge graph embedding | Request PDF

Specifically, DualDE uses a dynamic mapping mechanism to construct the entity transition vector and the relation transition vector, and ...

Dual Quaternion Knowledge Graph Embeddings - Semantic Scholar

This paper proposes a novel knowledge graph embedding model called DualDE, which dynamically maps the dual quaternions to the knowledge graph.

Dual Quaternion Knowledge Graph Embeddings

We propose a new method called dual quaternion knowledge graph embedding (DualE), which introduces dual quaternions into knowledge graph embeddings.

Dynamic Quaternion Embedding for Knowledge Graph Completion

Abstract page for arXiv paper 2105.09002: QuatDE: Dynamic Quaternion Embedding for Knowledge Graph Completion.

Quaternion Knowledge Graph Embeddings

rotation is a special case of double plane rotation where the angles for each plane are equal. ... Knowledge graph embedding via dynamic mapping matrix. In ...

Dual Quaternion Knowledge Graph Embeddings | Request PDF

DualE [4] introduces dual quaternions into knowledge graph embeddings, providing a unified framework for modeling both rotation and translation operations in 3D ...

Dual Quaternion Embeddings for Link Prediction - MDPI

The applications of knowledge graph have received much attention in the field of artificial intelligence. The quality of knowledge graphs is ...

QuatDE: Dynamic Quaternion Embedding for Knowledge Graph ...

A novel model, QuatDE, is proposed, with a dynamic mapping strategy to explicitly capture the variety of relational patterns and separate different semantic ...

Dual Complex Number Knowledge Graph Embeddings

Several methods support this kind of pattern by modeling in quaternion space or dihedral group. However, extending to such sophisticated spaces ...

Knowledge Graph Embeddings: A Comprehensive Survey on ... - arXiv

Knowledge graph embedding via dynamic mapping matrix. Proceedings of the ... Dual quaternion knowledge graph embeddings. Proceedings of the 35th AAAI ...

Quaternion Knowledge Graph Embeddings (2019) - Hacker News

I recently took the plunge and learned unit quaternions and dual quaternions for representing rotations, compound rotation-translations, and kinematic chains ...

DuCape: Dual Quaternion and Capsule Network–Based Temporal ...

Knowledge Graph Embedding (KGE) is a critical approach to tackling the challenge. The relation between entities can be inferred by constructing low-dimensional ...

Learning knowledge graph embedding with a dual-attention ...

This study presents an innovative framework, namely learning knowledge graph embedding with a dual-attention embedding network (D-AEN), to jointly propagate ...

Improving static and temporal knowledge graph embedding using ...

DualE [20] combines rotation and translation in dual quaternion space. HRQE [27] represents the quaternion rotation by relational embedding and the hierarchical ...

LIANGKE23/Awesome-Knowledge-Graph-Reasoning: AKGR - GitHub

Knowledge Graph Embedding via Dynamic Mapping Matrix, ACL, Transductive ... Dual Quaternion Knowledge Graph Embeddings, AAAI, Transductive, link · link. 2020 ...

stmrdus/tkger: Some papers on Temporal Knowledge Graph ...

DuCape: Dual Quaternion and Capsule Network Based Temporal Knowledge Graph Embedding. ... Timespan-aware dynamic knowledge graph embedding by incorporating ...