AICLLGSep 13, 2022

Subsampling for Knowledge Graph Embedding Explained

arXiv:2209.12801v12 citationsh-index: 15
Originality Synthesis-oriented
AI Analysis

This is an incremental explanation for researchers in knowledge graph embedding.

The paper explains recent advances in subsampling methods for knowledge graph embedding, tracing their origins from the original technique used in word2vec.

In this article, we explain the recent advance of subsampling methods in knowledge graph embedding (KGE) starting from the original one used in word2vec.

Foundations

The foundational work for this paper's niche, ranked by how specifically the neighbourhood builds on it — not by global fame.

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