SteveTANTAN / PoGLinks
[WWW 2025] Paths-over-Graph: Knowledge Graph Empowered Large Language Model Reasoning
☆41Updated 2 months ago
Alternatives and similar repositories for PoG
Users that are interested in PoG are comparing it to the libraries listed below
Sorting:
- 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…☆595Updated last year
- Exploring large language models for knowledge graph completion. ICASSP 2025☆155Updated 3 months ago
- [Paper][ACM MM 2024] Making Large Language Models Perform Better in Knowledge Graph Completion☆208Updated last year
- [JMIR Medical Informatics] Automatic Rare Disease Knowledge Graph Construction☆14Updated last year
- [ACL 2024] Official resources of "ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Larg…☆329Updated 2 months ago
- ☆156Updated last year
- LightPROF: A Lightweight Reasoning Framework for LLMs on Knowledge Graphs☆30Updated 4 months ago
- Generate-on-Graph: Treat LLM as both Agent and KG for Incomplete Knowledge Graph Question Answering. EMNLP 2024 Main☆67Updated last year
- Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"☆470Updated 8 months ago
- [ACL 2025] The official repository for "HyKGE: A Hypothesis Knowledge Graph Enhanced Framework for Accurate and Reliable Medical LLMs Res…☆14Updated 9 months ago
- [ACL 2024] REANO: Optimising Retrieval-Augmented Reader Models through Knowledge Graph Generation☆12Updated last year
- ☆91Updated 9 months ago
- [WWWJ 2024] LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities☆463Updated 10 months ago
- MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models☆362Updated last year
- This is a repository of knowledge graphs survey paper that will be updated periodically.☆153Updated 2 years ago
- [ICLR 2024] Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph☆220Updated last year
- [Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)☆2,101Updated 8 months ago
- ☆84Updated last year
- A collection of resources on multimodal knowledge graph, including datasets, papers and contests.☆214Updated 8 months ago
- MULTITQ is a large-scale dataset featuring ample relevant facts and multiple temporal granularities.☆21Updated last year
- Official repository of KG-GPT☆71Updated 2 years ago
- Mastery of a Three-Word Language for Knowledge Graph Completion☆30Updated 9 months ago
- ☆229Updated 8 months ago
- This contains script that reimplements KAPING framework (Knowledge-Augmented Language Model Prompting for Zero-Shot Knowledge Graph Quest…☆27Updated last year
- Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)☆1,030Updated last year
- Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey☆459Updated 11 months ago
- ☆484Updated 8 months ago
- [EMNLP 2023] KICGPT: Large Language Model with Knowledge in Context for Knowledge Graph Completion☆55Updated last year
- Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks☆911Updated last year
- LLM-KG4QA: Large Language Models and Knowledge Graphs for Question Answering☆110Updated this week