A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2021; you can also visit the original URL.
The file type is application/pdf.
Filters
QuatDE: Dynamic Quaternion Embedding for Knowledge Graph Completion
[article]
2021
arXiv
pre-print
Preserved Fulltext
Other Versions
Knowledge graph embedding has been an active research topic for knowledge base completion (KGC), with progressive improvement from the initial TransE, TransH, RotatE et al to the current state-of-the-art ...
Experiment results show QuatDE achieves state-of-the-art performance on three well-established knowledge graph completion benchmarks. ...
Currently, Rotate3D ) models the non-commutative composition pattern in three-dimensional space with quaternion representation. ...
arXiv:2105.09002v2
fatcat:r4kbfspvu5dohfulj36z5ukxuq
DensE: An Enhanced Non-commutative Representation for Knowledge Graph Embedding with Adaptive Semantic Hierarchy
[article]
2022
arXiv
pre-print
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2022; you can also visit the original URL.
The file type is application/pdf.
Other Versions
In particular, our method decomposes each relation into an SO(3) group-based rotation operator and a scaling operator in the three dimensional (3-D) Euclidean space. ...
Capturing the composition patterns of relations is a vital task in knowledge graph completion. It also serves as a fundamental step towards multi-hop reasoning over learned knowledge. ...
Lin for insightful comments on the manuscript. We also thank Dr. Y. Guo and Ms. C. Jiang for helpful suggestions in the experimental settings. ...
arXiv:2008.04548v2
fatcat:3s2qqywjcvfhnj367rtwgpgj5e
Knowledge graph embedding by relational and entity rotation
2021
Knowledge-Based Systems
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2021; you can also visit the original URL.
The file type is application/pdf.
To fill this gap, in this paper, we propose a novel knowledge graph embedding model, MRotatE. ...
Notations and Problem Formulation Formally, entities, relations and triplets can be represented as E, R and T respectively, thus a knowledge graph can be expressed as K= {E,R,T }. 6 J o u r n a l P r e ...
Rotate3D [29] is an improvement on QuatE, mapping entities into three-dimensional space. ...
doi:10.1016/j.knosys.2021.107310
fatcat:rqifca6zrnfv7a3rwvoldnw3vm
RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
[article]
2022
arXiv
pre-print
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2022; you can also visit the original URL.
The file type is application/pdf.
Other Versions
In this paper, we propose a novel temporal modeling method which represents temporal entities as Rotations in Quaternion Vector Space (RotateQVS) and relations as complex vectors in Hamilton's quaternion ...
Temporal factors are tied to the growth of facts in realistic applications, such as the progress of diseases and the development of political situation, therefore, research on Temporal Knowledge Graph ...
To be specific, we encode both entities and relations as quaternion embeddings, and then temporal entity embeddings can be represented as Rotations in Quaternion Vector Space (Rotate-QVS). ...
arXiv:2203.07993v2
fatcat:sw3gdbfs55ftfok4hdfr6tvacq
Benefits and Pitfalls of Using HTML5 APIs for Online Experiments and Simulations
2012
International Journal of Online Engineering (iJOE)
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2013; you can also visit the original URL.
The file type is application/pdf.
The most recent advances in the architecture of the Web allow using it as an excellent platform to deliver experiments and simulations over the Internet. ...
In this paper we analyze the benefits and pitfalls of these new Application Programming Interfaces (APIs), providing examples of both good and bad instances of research-related use. ...
CSS Transforms API [9] allows transforming CSS-styled elements in a two-dimensional or three-dimensional space using transformation functions (e.g., scaleX, skewY, rotate3d) and related properties (e.g ...
doi:10.3991/ijoe.v8is3.2254
fatcat:5z3bahi3nngyxi22eyopuepk4q
Benefits and pitfalls of using HTML5 APIs for online experiments and simulations
2012
2012 9th International Conference on Remote Engineering and Virtual Instrumentation (REV)
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2013; you can also visit the original URL.
The file type is application/pdf.
The most recent advances in the architecture of the Web allow using it as an excellent platform to deliver experiments and simulations over the Internet. ...
In this paper we analyze the benefits and pitfalls of these new Application Programming Interfaces (APIs), providing examples of both good and bad instances of research-related use. ...
CSS Transforms API [9] allows transforming CSS-styled elements in a two-dimensional or three-dimensional space using transformation functions (e.g., scaleX, skewY, rotate3d) and related properties (e.g ...
doi:10.1109/rev.2012.6293120
fatcat:ylz5bduxvzd43ad7k7x2zocf6a
HousE: Knowledge Graph Embedding with Householder Parameterization
[article]
2022
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2022; you can also visit the original URL.
The file type is application/pdf.
The effectiveness of knowledge graph embedding (KGE) largely depends on the ability to model intrinsic relation patterns and mapping properties. ...
Besides, HousE is a generalization of existing rotation-based models while extending the rotations to high-dimensional spaces. ...
Knowledge Graph Embedding (KGE), which learns low-dimensional representations for entities and relations, excels as an effective tool for predicting missing links. ...
doi:10.48550/arxiv.2202.07919
fatcat:qdp547ycifesbaxjumurovfefq
RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion
2022
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
unpublished
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2022; you can also visit the original URL.
The file type is application/pdf.
In this paper, we propose a novel temporal modeling method which represents temporal entities as Rotations in Quaternion Vector Space (RotateQVS) and relations as complex vectors in Hamilton's quaternion ...
Temporal factors are tied to the growth of facts in realistic applications, such as the progress of diseases and the development of political situation, therefore, research on Temporal Knowledge Graph ...
To be specific, we encode both entities and relations as quaternion embeddings, and then temporal entity embeddings can be represented as Rotations in Quaternion Vector Space (Rotate-QVS). ...
doi:10.18653/v1/2022.acl-long.402
fatcat:4sfqn44iffajflxool2dkdweim