liyichen-cly / PoGLinks
[NeurIPS 2024] Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs
☆87Updated 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…☆227Updated 7 months ago
- [ICLR 2025] Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation☆143Updated 11 months ago
- ☆101Updated 10 months ago
- Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs (ACL 2024)☆294Updated last year
- Knowledge Graph-Guided Retrieval Augmented Generation, NAACL 2025☆108Updated 10 months ago
- [ICLR 2024] Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph☆223Updated last year
- ☆253Updated 9 months ago
- ☆31Updated last year
- LLM-KG4QA: Large Language Models and Knowledge Graphs for Question Answering☆134Updated last month
- A Knowledge Graph Foundation Model for Universal In-Context Reasoning, NeurIPS 2024☆77Updated 9 months ago
- Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"☆486Updated 10 months ago
- ☆26Updated 9 months ago
- [NeurIPS'25] Graph Foundation Model for Retrieval Augmented Generation☆206Updated last month
- [Paper][ACM MM 2024] Making Large Language Models Perform Better in Knowledge Graph Completion☆212Updated last year
- ☆57Updated 6 months ago
- Generate-on-Graph: Treat LLM as both Agent and KG for Incomplete Knowledge Graph Question Answering. EMNLP 2024 Main☆69Updated last year
- ☆164Updated last year
- ☆25Updated 8 months ago
- [ICLR2024] Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources☆71Updated last year
- [WWWJ 2024] LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities☆464Updated 11 months ago
- ☆325Updated 10 months ago
- Official Implementation of NeurIPS 2024 paper "G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question A…☆522Updated 9 months ago
- [KDD'2024] "HiGPT: Heterogenous Graph Language Models"☆139Updated last year
- Official repository for RAG-Gym☆119Updated 10 months ago
- Source code of DRAGIN, ACL 2024 main conference Long Paper (Oral)☆182Updated last month
- Data and Code for EMNLP 2025 Findings Paper "MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree Search"☆84Updated 2 months ago
- This is the official code for paper: [PiVe: Prompting with Iterative Verification Improving Graph-based Generative Capability of LLMs]☆36Updated last year
- [CIKM2024] Retrieval-enhanced Knowledge Editing in Language Models for Multi-Hop Question Answering☆37Updated last year
- We want to try and evaluate LLMs using Knowledge Graphs☆111Updated 2 years ago
- [EMNLP'25 main] This is the official repo for the paper, Can LLMs be Good Graph Judge for Knowledge Graph Construction?☆21Updated 3 months ago