wan19990901 / Causal-LLM-Paper
Papers collections that is related to knowledge graph, causal inference, and large language model
☆17Updated last month
Related projects: ⓘ
- Code and Data for "MIRAI: Evaluating LLM Agents for Event Forecasting"☆49Updated 2 months ago
- Mining Logical Rules with Large Language Models for Knowledge Graph Reasoning with 1 dollar.☆49Updated 7 months ago
- Efficient Full Causal Graph Discovery Using Large Language Models☆21Updated 7 months ago
- Official implementation for paper "Can Graph Learning Improve Task Planning?" https://arxiv.org/abs/2405.19119☆37Updated last month
- [Paper][WWW2023] Structure Pre-training and Prompt Tuning for Knowledge Graph Transfer☆45Updated last year
- [KDD'2024] "HiGPT: Heterogenous Graph Language Models"☆100Updated 3 months ago
- A python package for modeling, persisting and visualizing causal graphs embedded in knowledge graphs.☆45Updated 9 months ago
- PyTorch implementation of the paper "Language Models Can Improve Event Prediction by Few-Shot Abductive Reasoning", NeurIPS 2023☆47Updated 9 months ago
- We want to try and evaluate LLMs using Knowledge Graphs☆99Updated last year
- ☆10Updated last year
- Some papers on Temporal Knowledge Graph Embedding and Reasoning☆42Updated last week
- Official repository of "Can Language Models Solve Graph Problems in Natural Language?". NeurIPS 2023 (Spotlight)☆101Updated last month
- A framework to empover LLMs on graph reasoning and generation. Refer to our paper: https://arxiv.org/pdf/2402.08785.pdf☆63Updated last month
- GraphTranslator:Aligning Graph Model to Large Language Model for Open-ended Tasks☆68Updated 3 weeks ago
- ☆55Updated last month
- ☆75Updated last year
- ☆14Updated 7 months ago
- Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs (ACL 2024)☆109Updated last week
- Repository for collecting and categorizing papers outlined in our survey paper: "Large Language Models on Tabular Data -- A Survey".☆47Updated last month
- Language is All a Graph Needs☆216Updated 4 months ago
- The benchmark proposed in paper: GraphInstruct: Empowering Large Language Models with Graph Understanding and Reasoning Capability☆12Updated 6 months ago
- [ICLR 2023] Multimodal Analogical Reasoning over Knowledge Graphs☆90Updated last month
- [IJCAI 2024] Continual Multimodal Knowledge Graph Construction☆29Updated 4 months ago
- [KDD'2024 Survey+Tutorial] "LLM4Graph: A Survey of Large Language Models for Graphs"☆204Updated 2 weeks ago
- Natural Language is All a Graph Needs - LLM / Graph AI / Knowledge Graph - Experiments☆35Updated 11 months ago
- Code for AAAI'24 paper "Graph Neural Prompting with Large Language Models".☆34Updated 9 months ago
- Edgeformers: Graph-Empowered Transformers for Representation Learning on Textual-Edge Networks (ICLR 2023)☆54Updated last year
- Multimodal Graph Learning: how to encode multiple multimodal neighbors with their relations into LLMs☆52Updated 2 months ago
- Sandbox to analysis and benchmarking Graph Transformer Neural Networks☆31Updated last year
- Code for paper: Are Large Language Models Post Hoc Explainers?☆21Updated last month