[ICLR 2024] Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph
☆229May 22, 2024Updated last year
Alternatives and similar repositories for ToG
Users that are interested in ToG 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…☆627Mar 24, 2024Updated last year
- Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"☆494Mar 5, 2025Updated 11 months ago
- [NeurIPS 2024] Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs☆89Jan 13, 2025Updated last year
- [ACL 2024] Official resources of "ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Larg…☆335Sep 22, 2025Updated 5 months ago
- ☆106Feb 18, 2025Updated last year
- The code of CIKM 2023 short paper : Bridging the KB-Text Gap: Leveraging Structured Knowledge-aware Pre-training for KBQA☆19Jul 19, 2024Updated last year
- Official Implementation of NeurIPS 2024 paper "G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question A…☆530Mar 19, 2025Updated 11 months ago
- MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models☆374May 22, 2024Updated last year
- We want to try and evaluate LLMs using Knowledge Graphs☆111May 2, 2023Updated 2 years ago
- ☆25Apr 15, 2025Updated 10 months ago
- Pytorch implementation for ICLR24:"Online GNN Evaluation Under Test-Time Graph Distribution Shifts"☆16Mar 23, 2024Updated last year
- Implementation Codes for NeurIPS22 paper "Dynamic Graph Neural Networks Under Spatio-Temporal Distribution Shift"☆25Dec 1, 2022Updated 3 years ago
- [NeurIPS 2024] Official implementation for paper "Can Graph Learning Improve Planning in LLM-based Agents?"☆151May 11, 2025Updated 9 months ago
- ☆252Sep 4, 2023Updated 2 years ago
- [Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)☆2,145Mar 25, 2025Updated 11 months ago
- Awesome papers about unifying LLMs and KGs☆2,570May 2, 2025Updated 10 months ago
- The offical code for paper "What Constitutes a Faithful Summary? Preserving Author Perspectives in News Summarization"☆10Jun 23, 2024Updated last year
- "Few-shot In-context Learning for Knowledge Base Question Answering" [ACL2023]☆66Jan 27, 2025Updated last year
- [ACL 2023] To Copy Rather Than Memorize: A Vertical Learning Paradigm for Knowledge Graph Completion☆12Feb 3, 2023Updated 3 years ago
- Enhancing Complex Question Answering over Knowledge Graphs through Evidence Pattern Retrieval, WWW 2024☆15Oct 22, 2024Updated last year
- [Paper][AAAI2023] Entity-Agnostic Representation Learning for Parameter-Efficient Knowledge Graph Embedding☆13Mar 3, 2023Updated 3 years ago
- A collection of AWESOME things about Graph-Related LLMs.☆2,405Nov 5, 2025Updated 3 months ago
- COLING 2022: Knowledge Is Flat: A Seq2Seq Generative framework For Various Knowledge Graph Completion☆32Nov 1, 2022Updated 3 years ago
- Finetuning Generative Large Language Models with Discrimination Instructions for Knowledge Graph Completion, ISWC 2024☆33May 17, 2025Updated 9 months ago
- Exploring large language models for knowledge graph completion. ICASSP 2025☆161Aug 23, 2025Updated 6 months ago
- [Paper][ACM MM 2024] Making Large Language Models Perform Better in Knowledge Graph Completion☆214Aug 12, 2024Updated last year
- Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks☆934Nov 9, 2024Updated last year
- A curated list of papers and resources based on "Large Language Models on Graphs: A Comprehensive Survey" (TKDE)☆979Mar 2, 2025Updated last year
- Official Implementation of ICLR 2024 paper "Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representat…☆263Apr 14, 2025Updated 10 months ago
- Mining Logical Rules with Large Language Models for Knowledge Graph Reasoning with 1 dollar.☆74Jan 22, 2024Updated 2 years ago
- LM-KG-Completion☆10Oct 22, 2023Updated 2 years ago
- The code and data for "StructGPT: A general framework for Large Language Model to Reason on Structured Data"☆417Nov 28, 2023Updated 2 years ago
- Official code implementation for SIGIR 23 paper Normalizing Flow-based Neural Process for Few-Shot Knowledge Graph Completion☆43Oct 4, 2024Updated last year
- Code for AAAI 2023 research track paper "Question Decomposition Tree for Answering Complex Questions over Knowledge Bases"☆18Jan 3, 2024Updated 2 years ago
- [EMNLP 2023 (Findings)] Schema-adaptable Knowledge Graph Construction☆22Jan 28, 2024Updated 2 years ago
- GNN-RAG: Graph Neural Retrieval for Large Language Modeling Reasoning☆413Jun 12, 2024Updated last year
- A framework to empover LLMs on graph reasoning and generation. Refer to our paper: https://arxiv.org/pdf/2402.08785.pdf☆80Jul 29, 2024Updated last year
- The folk code of UniKGQA-ICLR-2023☆51May 17, 2023Updated 2 years ago
- UrbanKGent is an urban knowledge graph construction agent.☆66Oct 14, 2025Updated 4 months ago