Heidelberg-NLP / GraphLanguageModels
Code for our paper "Graph Language Models"
☆66Updated 5 months ago
Alternatives and similar repositories for GraphLanguageModels:
Users that are interested in GraphLanguageModels are comparing it to the libraries listed below
- Code that implements efficient knowledge graph extraction from the textual descriptions☆160Updated last year
- A Knowledge Graph Foundation Model for Universal In-Context Reasoning, NeurIPS 2024☆56Updated 2 months ago
- Official implementation of Graph Neural Network Query Executor (ICML 2022)☆89Updated last year
- Official implementation of A* Networks☆140Updated last year
- Mining Logical Rules with Large Language Models for Knowledge Graph Reasoning with 1 dollar.☆57Updated last year
- [NeurIPS 2024] Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs☆46Updated last month
- [ICLR 2025] Simple is Effective: The Roles of Graphs and Large Language Models in Knowledge-Graph-Based Retrieval-Augmented Generation☆48Updated 3 weeks ago
- IntelliGraphs is a collection of graph datasets for benchmarking generative models for knowledge graphs.☆13Updated this week
- A pipeline using LLMs for Knowledge Engineering, combining knowledge probing and Wikidata entity mapping.☆35Updated last month
- ☆130Updated 5 months ago
- Hierarchical Transformers for Knowledge Graph Embeddings (EMNLP 2021)☆80Updated 6 months ago
- This is the official code for paper: [PiVe: Prompting with Iterative Verification Improving Graph-based Generative Capability of LLMs]☆33Updated 5 months ago
- Official Implementation of "Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models".☆101Updated 3 months ago
- A collection of resources on the topic of Complex Logical Query Answering☆169Updated last year
- [EMNLP 2024] TRACE the Evidence: Constructing Knowledge-Grounded Reasoning Chains for Retrieval-Augmented Generation☆23Updated 8 months ago
- ACL 2023 (Findings) - BertNet: Harvesting Knowledge Graphs from Pretrained Language Models☆105Updated 7 months ago
- Official repository for "Scaling Retrieval-Based Langauge Models with a Trillion-Token Datastore".☆158Updated this week
- Natural Language is All a Graph Needs - LLM / Graph AI / Knowledge Graph - Experiments☆36Updated last year
- We want to try and evaluate LLMs using Knowledge Graphs☆103Updated last year
- [ICLR 2022 spotlight]GreaseLM: Graph REASoning Enhanced Language Models for Question Answering☆232Updated 2 years ago
- GraphLLM: Boosting Graph Reasoning Ability of Large Language Model☆103Updated last year
- ☆30Updated last year
- Official implementation of Inductive Logical Query Answering in Knowledge Graphs (NeurIPS 2022)☆47Updated 2 years ago
- Codes and Data for ACL 2024 Paper "Faithful Logical Reasoning via Symbolic Chain-of-Thought".☆173Updated 7 months ago
- Official Implementation of NeurIPS 2024 paper "G-Retriever: Retrieval-Augmented Generation for Textual Graph Understanding and Question A…☆396Updated 3 months ago
- GNN-RAG: Graph Neural Retrieval for Large Language Modeling Reasoning☆284Updated 8 months ago
- GraphAny: Fully-inductive Node Classification on Arbitrary Graphs☆123Updated 2 weeks ago
- Code and Data for "MIRAI: Evaluating LLM Agents for Event Forecasting"☆58Updated 7 months ago
- A collection of AWESOME language modeling techniques on tabular data applications.☆28Updated 4 months ago
- SRTK: Retrieve semantic-relevant subgraphs from large-scale knowledge graphs☆26Updated 4 months ago