WxxShirley / GNN4TaskPlan
[NeurIPS 2024] Official implementation for paper "Can Graph Learning Improve Planning in LLM-based Agents?"
☆106Updated 2 months ago
Alternatives and similar repositories for GNN4TaskPlan:
Users that are interested in GNN4TaskPlan are comparing it to the libraries listed below
- [KDD'2024] "HiGPT: Heterogenous Graph Language Models"☆119Updated 8 months ago
- Official repository of "Can Language Models Solve Graph Problems in Natural Language?". NeurIPS 2023 (Spotlight)☆120Updated 6 months ago
- A framework to empover LLMs on graph reasoning and generation. Refer to our paper: https://arxiv.org/pdf/2402.08785.pdf☆77Updated 6 months ago
- [ICML2024] "LLaGA: Large Language and Graph Assistant", Runjin Chen, Tong Zhao, Ajay Jaiswal, Neil Shah, Zhangyang Wang☆93Updated 5 months ago
- GraphLLM: Boosting Graph Reasoning Ability of Large Language Model☆103Updated last year
- [ICLR 2025] Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation☆48Updated 3 weeks ago
- [NeurIPS 2024] Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs☆46Updated last month
- GraphTranslator:Aligning Graph Model to Large Language Model for Open-ended Tasks☆97Updated 5 months ago
- Official Implementation of ICLR 2024 paper "Harnessing Explanations: LLM-to-LM Interpreter for Enhanced Text-Attributed Graph Representat…☆209Updated 8 months ago
- Graph of Records: Boosting Retrieval Augmented Generation for Long-context Summarization with Graphs☆18Updated 4 months ago
- Official implementation of paper "Efficient Tuning and Inference for Large Language Models on Textual Graphs"☆30Updated 7 months ago
- ☆28Updated 4 months ago
- The benchmark proposed in paper: GraphInstruct: Empowering Large Language Models with Graph Understanding and Reasoning Capability☆20Updated 11 months ago
- [ICLR 2024] Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph☆176Updated 8 months ago
- Implementation of our CIKM'2024 paper "Retrieval-enhanced Knowledge Editing in Language Models for Multi-Hop Question Answering"☆29Updated last month
- ☆87Updated last year
- Language is All a Graph Needs☆241Updated 9 months ago
- [NeurIPS 2024 🔥] TEG-DB: A Comprehensive Dataset and Benchmark of Textual-Edge Graphs☆32Updated last month
- Edgeformers: Graph-Empowered Transformers for Representation Learning on Textual-Edge Networks (ICLR 2023)☆60Updated last year
- GraphPrompt: Unifying Pre-Training and Downstream Tasks for Graph Neural Networks☆153Updated 3 months ago
- A fundational graph learning framework that solves cross-domain/cross-task classification problems using one model.☆201Updated 9 months ago
- [NAACL 25 main] Awesome LLM Causal Reasoning is a collection of LLM-based casual reasoning works, including papers, codes and datasets.☆37Updated this week
- ☆24Updated last year
- Official Repository of "Can Large Language Models Analyze Graphs like Professionals? A Benchmark, Datasets and Models". NeurIPS 2024☆20Updated this week
- Accompanied repositories for our paper Graph foundation model☆183Updated 3 months ago
- Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs (ACL 2024)☆207Updated last month
- Label-free Node Classification on Graphs with Large Language Models (LLMS)☆70Updated last year
- Graph Learning with Generative Pretrained Transformers☆72Updated 4 months ago
- [KDD'2024] "LLM4Graph: A Survey of Large Language Models for Graphs"☆282Updated 5 months ago
- Implementation of GraphPrompter (The Web Conference 2024 Short Paper)☆25Updated 10 months ago