Wikidata ALPINE-based WINE & SPINE embedding

NIAID Data Ecosystem2026-03-14 收录

知识图谱嵌入

数据链接：

https://zenodo.org/record/7116834 数据链接链接失效反馈

官方服务：

资源简介：

100-dimensional Wikidata graph embedding obtained using degree-based WINE and SPINE.

创建时间：

2022-09-28

Hyperparameter Grid Data

知识图谱嵌入

参数优化

Results of large hyperparameter searches on 5 KGs (CoDexSmall, DBepdai50, Kinships, OpenEA, and UMLS) with 3 KGs (ComplEx, UMLS, and TransE). Experiments for ComplEx are given in quadruplicate.

DataCite Commons2025-05-01 更新90

TWM Data Files

知识图谱嵌入

参数优化

Data files containing the full outputs of all hyperparameter searches needed for TWM to simulate the KGE model ComplEx on 5 KGs -- CoDExSmall, DBpedia50 OpenEA, Kinships, and UMLS.Data is in a pre-pro

DataCite Commons2024-05-13 更新70

Input Data for "Distinguishing attributes using ConceptNet Numberbatch"

语义属性判别

知识图谱嵌入

In a post on blog.conceptnet.io, we're showing how to use ConceptNet Numberbatch alone to create a good solution to SemEval-2018 Task 10, Capturing Discriminative Attributes. This is an alternative, s

Zenodo2020-09-20 更新20

TWM Data Files

知识图谱嵌入

参数优化

NIAID Data Ecosystem80

RDF2Vec DBpedia object frequency embeddings

知识图谱嵌入

RDF图表示学习

This dataset contains the vectors from computing RDF2vec embeddings from a object frequency weighted DBpedia 2016-04 graph. For each entity in the graph, the text file in the zip archive contains a

NIAID Data Ecosystem50

Wikidata ALPINE-based WINE & SPINE embedding

资源简介：

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