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--- nlp:knowledge_graphs [2025/02/04 18:07] – [Related Pages] jmflanig
+++ nlp:knowledge_graphs [2025/06/27 23:05] (current) – [Knowledge Graph Construction] jmflanig
@@ Line 13: / Line 13: @@
   * [[https://arxiv.org/pdf/2006.13473.pdf|Dong et al 2020 - AutoKnow: Self-Driving Knowledge Collection for Products of Thousands of Types]]
   * [[https://arxiv.org/pdf/2010.03824.pdf|Hope et al 2021 - Extracting a Knowledge Base of Mechanisms from COVID-19 Papers]]
+==== KG Construction using LLMs ====
+  * Github: [[https://github.com/rahulnyk/graph_maker|2024 - The Graph Maker]] Given an ontology and text, constructs an KG.  There doesn't seem to be a paper for this system.
 ==== Knowledge Graph Completion ====
@@ Line 26: / Line 29: @@
   * [[https://www.aclweb.org/anthology/2021.naacl-main.268.pdf|Wood et al 2021 - Integrating Lexical Information into Entity Neighbourhood Representations for Relation Prediction]] Builds upon OpenKI. Says "Relation prediction informed from a combination of text corpora and curated knowledge bases, combining knowledge graph completion with relation extraction, is a relatively little studied task."
-===== Reasoning With Knowledge Graphs =====
+===== Applications of Knowledge Graphs =====
-  * [[https://arxiv.org/pdf/2006.14198.pdf|Das et al 2020 - A Simple Approach to Case-Based Reasoning in Knowledge Bases]]
+  * **Reasoning With Knowledge Graphs**
+    * [[https://arxiv.org/pdf/2006.14198.pdf|Das et al 2020 - A Simple Approach to Case-Based Reasoning in Knowledge Bases]]
+    * [[https://arxiv.org/pdf/2505.21926|Hua et al 2025 -  Beyond Completion: A Foundation Model for General Knowledge Graph Reasoning]]
+  * **In AI Agents**
+    * [[https://arxiv.org/pdf/2501.13956|Rasmussen et al 2025 - Zep: A Temporal Knowledge Graph Architecture for Agent Memory]]
 ===== Software =====