PeterGriffinJin / Graph-CoTLinks
Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs (ACL 2024)
☆257Updated 6 months ago
Alternatives and similar repositories for Graph-CoT
Users that are interested in Graph-CoT are comparing it to the libraries listed below
Sorting:
- ☆189Updated 3 months ago
- [ICLR 2024] Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph☆197Updated last year
- ☆356Updated 3 months ago
- [NeurIPS 2024] Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs☆65Updated 6 months ago
- ☆309Updated 4 months ago
- Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"☆432Updated 4 months ago
- GNN-RAG: Graph Neural Retrieval for Large Language Modeling Reasoning☆340Updated last year
- Graph Foundation Model for Retrieval Augmented Generation☆100Updated this week
- [ICLR 2025] Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation☆96Updated 5 months ago
- Official Implementation of ICML 2025 Paper: "Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Mode…☆138Updated last month
- Official Implementation of NeurIPS 2024 paper "G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question A…☆468Updated 3 months ago
- ☆50Updated 4 months ago
- This is the official github repo of Think-on-Graph (ICLR 2024). If you are interested in our work or willing to join our research team in…☆533Updated last year
- [WWWJ 2024] LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities☆441Updated 5 months ago
- Implementation of "RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Horizon Generation".☆240Updated last year
- Repository for "MultiHop-RAG: A Dataset for Evaluating Retrieval-Augmented Generation Across Documents" (COLM 2024)☆338Updated 3 months ago
- StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization☆140Updated 6 months ago
- [Paper][ACL 2024 Findings] Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering☆194Updated last year
- ☆40Updated this week
- MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models☆345Updated last year
- ☆122Updated 11 months ago
- [ICLR2024] Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources☆66Updated last year
- [CIKM2024] Retrieval-enhanced Knowledge Editing in Language Models for Multi-Hop Question Answering☆36Updated 6 months ago
- Source code of DRAGIN, ACL 2024 main conference Long Paper (Oral)☆149Updated 4 months ago
- Knowledge Graph-Guided Retrieval Augmented Generation, NAACL 2025☆64Updated 4 months ago
- RECOMP: Improving Retrieval-Augmented LMs with Compression and Selective Augmentation.☆134Updated 2 months ago
- Efficient Automated Knowledge Graph Generation for Large Language Models☆112Updated last year
- Codes for our paper "RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation"☆179Updated 10 months ago
- Repository for Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions, ACL23☆218Updated last year
- HyperGraphRAG: Retrieval-Augmented Generation via Hypergraph-Structured Knowledge Representation☆96Updated last month