Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs (ACL 2024)
☆297Dec 24, 2024Updated last year
Alternatives and similar repositories for Graph-CoT
Users that are interested in Graph-CoT are comparing it to the libraries listed below
Sorting:
- 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
- A curated list of papers and resources based on "Large Language Models on Graphs: A Comprehensive Survey" (TKDE)☆979Mar 2, 2025Updated last year
- ☆25Apr 15, 2025Updated 10 months ago
- GNN-RAG: Graph Neural Retrieval for Large Language Modeling Reasoning☆413Jun 12, 2024Updated last year
- A platform for Interactive AI-assisted Hypothesis Generation [ACL 2025]☆28Aug 18, 2025Updated 6 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…☆627Mar 24, 2024Updated last year
- The benchmark proposed in paper: GraphInstruct: Empowering Large Language Models with Graph Understanding and Reasoning Capability☆23Aug 12, 2025Updated 6 months ago
- [ICLR 2024] Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph☆229May 22, 2024Updated last year
- Official Implementation of ICML 2025 Paper: "Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Mode…☆234May 20, 2025Updated 9 months ago
- Companion code for FanOutQA: Multi-Hop, Multi-Document Question Answering for Large Language Models (ACL 2024)☆59Sep 22, 2025Updated 5 months ago
- Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"☆494Mar 5, 2025Updated last year
- Awesome Papers About Performing Prompting On Graphs☆422May 15, 2025Updated 9 months ago
- A framework for editing the CoTs for better factuality☆50Dec 9, 2023Updated 2 years ago
- Patton: Language Model Pretraining on Text-rich Networks (ACL 2023 main oral)☆32Feb 10, 2025Updated 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
- StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization☆158Dec 18, 2025Updated 2 months ago
- A curated collection of research papers exploring the utilization of LLMs for graph-related tasks.☆645Mar 21, 2025Updated 11 months ago
- CR-LT KGQA Dataset Repository☆11Jun 1, 2025Updated 9 months ago
- Code for paper: "Executing Arithmetic: Fine-Tuning Large Language Models as Turing Machines"☆11Oct 11, 2024Updated last year
- ☆12Mar 5, 2025Updated last year
- [ICML 2025] Official resources of "KBQA-o1: Agentic Knowledge Base Question Answering with Monte Carlo Tree Search".☆35Dec 6, 2025Updated 2 months ago
- The official repo for DARG: Dynamic Evaluation of Large Language Models via Adaptive Reasoning Graph☆18Oct 13, 2024Updated last year
- Open replication of DeepSeek R1 for text-to-graph extraction.☆101Jan 31, 2025Updated last year
- ☆252Sep 4, 2023Updated 2 years ago
- PGRAG☆53Jul 16, 2024Updated last year
- Various agents from all of the top agent frameworks to integrate into swarms! Langchain, Griptape, CrewAI, and more!☆18Dec 22, 2025Updated 2 months ago
- Language is All a Graph Needs☆267Mar 13, 2025Updated 11 months ago
- Codes for our paper "RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation"☆201Aug 16, 2024Updated last year
- [NeurIPS 2024] Official implementation for paper "Can Graph Learning Improve Planning in LLM-based Agents?"☆151May 11, 2025Updated 9 months ago
- Evaluating the Factuality of Large Language Models using Large-Scale Knowledge Graphs☆34Sep 3, 2024Updated last year
- [SIGIR'2024] "GraphGPT: Graph Instruction Tuning for Large Language Models"☆809Jun 25, 2024Updated last year
- Codes and Data for ACL 2024 Paper "Faithful Logical Reasoning via Symbolic Chain-of-Thought".☆201Jan 29, 2026Updated last month
- Official Repository of "GraphTeam: Facilitating Large Language Model-based Graph Analysis via Multi-Agent Collaboration".☆42Mar 28, 2025Updated 11 months ago
- Official implementation of paper "Efficient Tuning and Inference for Large Language Models on Textual Graphs"☆38Jun 24, 2024Updated last year
- [ICLR 2025] Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation☆156Jan 27, 2025Updated last year
- ☆95Dec 6, 2024Updated last year
- A collection of AWESOME things about Graph-Related LLMs.☆2,405Nov 5, 2025Updated 4 months ago
- Open sourced predictions, execution logs, trajectories, and results from model inference + evaluation runs on the SWE-bench task.☆15Sep 4, 2024Updated last year
- ☆19Sep 16, 2025Updated 5 months ago