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Efficient Knowledge Graph Representation Learning and Construction: From Embedding Optimization to LLM-based Expansion

Efficient Knowledge Graph Representation Learning and Construction: From Embedding Optimization to LLM-based Expansion

Feng Xincan

生駒 : 奈良先端科学技術大学院大学, 2026.3

Thesis / Diss.

Volume No.

Total: 2
No. Printing year Location Call Number Material ID Circulation class Status Waiting

1

R019850

No. Printing year Location Call Number Material ID Circulation class Status Waiting

1

  • Abstract

R019931

Details

Publication year

2026

Alternative title

効率的な知識グラフ表現学習と構築:埋め込み最適化から大規模言語モデルによる拡張へ

Series title

奈良先端科学技術大学院大学先端科学技術研究科博士論文 ; 2026年3月

Note

学位記番号: 博第2221号

報告番号: 甲第2221号

学位授与年月日: 2026/03/31

学位の種類: 博士(工学)

Country of publication

Japan

Title language

English (eng)

Language of texts

English (eng)

Author information

Feng Xincan

Subject

Knowledge Graph

Knowledge Graph Embedding

Negative Sampling

Large Language Model

Knowledge Graph Construction

Natural Language Processing