Awesome-GraphRAG
Awesome-GraphRAG: A curated list of resources (surveys, papers, benchmarks, and opensource projects) on graph-based retrieval-augmented generation.
https://github.com/DEEP-PolyU/Awesome-GraphRAG
Last synced: 7 days ago
JSON representation
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Knowledge Integration
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Fine-tuning
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In-context Learning
- [Paper
- [Paper
- [Paper
- [Paper
- [Paper
- [Paper
- [Paper
- [Paper
- [Paper
- [Paper
- [Paper
- [Paper
- [Paper
- [Paper
- [Paper
- [Paper
- [Paper
- [arXiv 2015 - z/simple-question-answering-with-memory-networks) |
- [EMNLP 2013
- [COLING 2024 - RAG/) |
- [NAACL 2018 - NLP]](https://www.tau-nlp.org/compwebq) |
- [AAAI 2018
- [arXiv 2024 - Shanghai/CRUD_RAG) |
- [ACL 2022
- [ISWC 2019
- [arXiv 2024
- [arXiv 2024
- [ACL 2023
- [ACL 2022 - science/mintaka) |
- [ACL 2016
- Star History Chart
- [ISWC 2019
- [ISWC 2019
- [ISWC 2019
- [Paper
- [Paper
- [ISWC 2019
- [ISWC 2019
- [Paper
- Awesome-LLMs-in-Graph-tasks
- Awesome-Graph-LLM
- Awesome-Graph-Prompt
- [arXiv 2025
- [ISWC 2019
- [Paper
- [ISWC 2019
- [ISWC 2017 - QuAD) |
- [WWW 2021 - lab/GrailQA) |
- [ISWC 2019
- [ISWC 2019
- [ISWC 2019
- [ISWC 2019
- [ISWC 2019
- [ISWC 2019
- [ISWC 2019
- [ISWC 2019
- [ISWC 2019
- [arXiv 2025 - Bench/GraphRAG-Benchmark) |
- [ISWC 2019
- [ISWC 2019
- [ISWC 2019
- [ISWC 2019
- [ISWC 2019
- [ISWC 2019
- [ISWC 2019
- [ISWC 2019
- [ISWC 2019
- [ISWC 2019
- [ISWC 2019
- [ISWC 2019
- [ISWC 2019
- [ISWC 2019
- [ISWC 2019
- [ISWC 2019
- [ISWC 2019
- [ISWC 2019
- [ISWC 2019
- [ISWC 2019
- [ISWC 2019
- [ISWC 2019
- [ISWC 2019
- [ISWC 2019
- [ISWC 2019
- [ISWC 2019
- [ISWC 2019
- [ISWC 2019
- [arXiv 2025 - rj/PolyG) |
- [ISWC 2019
- [ISWC 2019
- [ISWC 2019
- [Paper
- [ISWC 2019
- [ISWC 2019
- Star History Chart
- [ISWC 2019
- [ISWC 2019
- [ISWC 2019
- ![GitHub - AI/semantica) Semantica: an open-source, production-ready semantic layer and GraphRAG framework that sits between raw corpora and LLMs.
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Knowledge Organization
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Graphs as Knowledge Carrier
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Graphs for Knowledge Indexing
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Hybrid GraphRAG
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Knowledge Retrieval
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GNN-based Retriever
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Hybrid Retriever
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LLM-based Retriever
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Logical Reasoning-based Retriever
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Multi-round Retriever
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Post-retrieval
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Semantics Similarity-based Retriever
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Uncategorized
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Uncategorized
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Programming Languages
Categories
Sub Categories
In-context Learning
98
Graphs as Knowledge Carrier
37
Graphs for Knowledge Indexing
23
Uncategorized
16
Fine-tuning
10
LLM-based Retriever
7
Semantics Similarity-based Retriever
6
GNN-based Retriever
5
Logical Reasoning-based Retriever
4
Hybrid GraphRAG
3
Post-retrieval
3
Multi-round Retriever
2
Hybrid Retriever
1
Keywords