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awesome-llm-kg
Awesome papers about unifying LLMs and KGs
https://github.com/rmanluo/awesome-llm-kg
Last synced: 1 day ago
JSON representation
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Synergized LLMs + KGs
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KG-enhanced LLMs
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KG-enhanced LLM Pre-training
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KG-enhanced LLM Inference
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KG-enhanced LLM Interpretability
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LLM-augmented KGs
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LLM-augmented KG Completion
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LLM-augmented KG Embedding
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LLM-augmented KG-to-Text Generation
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LLM-augmented KG Question Answering
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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
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Related Surveys
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Applications
Categories
Sub Categories
KG-enhanced LLM Interpretability
23
KG-enhanced LLM Pre-training
20
LLM-augmented KG Completion
17
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