liyichen-cly / PoGLinks
[NeurIPS 2024] Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs
☆88Updated last year
Alternatives and similar repositories for PoG
Users that are interested in PoG are comparing it to the libraries listed below
Sorting:
- Official Implementation of ICML 2025 Paper: "Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Mode…☆233Updated 8 months ago
- Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs (ACL 2024)☆295Updated last year
- [ICLR 2025] Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation☆150Updated last year
- Knowledge Graph-Guided Retrieval Augmented Generation, NAACL 2025☆115Updated 11 months ago
- ☆262Updated 10 months ago
- [ICLR 2024] Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph☆227Updated last year
- ☆32Updated last year
- ☆105Updated 11 months ago
- A Knowledge Graph Foundation Model for Universal In-Context Reasoning, NeurIPS 2024☆77Updated 10 months ago
- LLM-KG4QA: Large Language Models and Knowledge Graphs for Question Answering☆138Updated 2 months ago
- Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"☆493Updated 11 months ago
- ☆58Updated 6 months ago
- ☆168Updated last year
- ☆25Updated 9 months ago
- Generate-on-Graph: Treat LLM as both Agent and KG for Incomplete Knowledge Graph Question Answering. EMNLP 2024 Main☆70Updated last year
- ☆324Updated 11 months ago
- [NeurIPS'25, ICLR'26] Graph Foundation Model for Retrieval Augmented Generation☆214Updated 2 weeks ago
- ☆26Updated 10 months ago
- [Paper][ACM MM 2024] Making Large Language Models Perform Better in Knowledge Graph Completion☆214Updated last year
- Data and Code for EMNLP 2025 Findings Paper "MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree Search"☆86Updated 3 months ago
- [WWW 2025] A Dockerized Schema-Guided LLM Agent-based Knowledge Extraction System.☆162Updated 6 months ago
- Official repository for RAG-Gym☆121Updated 11 months ago
- Source code of DRAGIN, ACL 2024 main conference Long Paper (Oral)☆183Updated 2 months ago
- [ICLR2024] Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources☆71Updated last year
- ☆63Updated last year
- Official Implementation of NeurIPS 2024 paper "G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question A…☆525Updated 10 months ago
- [CIKM2024] Retrieval-enhanced Knowledge Editing in Language Models for Multi-Hop Question Answering☆38Updated last year
- [NeurIPS 2025] Official resources of "HyperGraphRAG: Retrieval-Augmented Generation via Hypergraph-Structured Knowledge Representation".☆330Updated 4 months ago
- [WWWJ 2024] LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities☆466Updated last year
- Implementation of "RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Horizon Generation".☆247Updated last year