awesome-llm-kg
Awesome papers about unifying LLMs and KGs
https://github.com/rmanluo/awesome-llm-kg
Last synced: 2 days ago
JSON representation
-
KG-enhanced LLMs
-
KG-enhanced LLM Pre-training
-
KG-enhanced LLM Inference
-
KG-enhanced LLM Interpretability
-
-
LLM-augmented KGs
-
LLM-augmented KG Completion
-
LLM-augmented KG Embedding
-
LLM-augmented KG-to-Text Generation
-
LLM-augmented KG Question Answering
-
-
News
- Systematic Assessment of Factual Knowledge in Large Language Models
- Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning
- ChatRule: Mining Logical Rules with Large Language Models for Knowledge Graph Reasoning
- Unifying Large Language Models and Knowledge Graphs: A Roadmap
- Large Language Models-guided Dynamic Adaptation for Temporal Knowledge Graph Reasoning
- Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models
- Paper - rag).
-
Related Surveys
-
Synergized LLMs + KGs
-
Applications
Categories
Sub Categories
KG-enhanced LLM Interpretability
24
KG-enhanced LLM Pre-training
19
LLM-augmented KG Completion
14
LLM-augmented KG Embedding
12
KG-enhanced LLM Inference
10
LLM-augmented KG Question Answering
10
LLM-augmented KG-to-Text Generation
7
Knowledge Representation
5
Reasoning
5
Recommender System
2
Fault Analysis
1