AKSW / LLM-KG-Bench
LLM-KG-Bench is a Framework and task collection for automated benchmarking of Large Language Models (LLMs) on Knowledge Graph (KG) related tasks.
☆26Updated 2 weeks ago
Alternatives and similar repositories for LLM-KG-Bench:
Users that are interested in LLM-KG-Bench are comparing it to the libraries listed below
- We want to try and evaluate LLMs using Knowledge Graphs☆103Updated last year
- A pipeline using LLMs for Knowledge Engineering, combining knowledge probing and Wikidata entity mapping.☆35Updated last month
- [LREC-COLING 2024] Multi-perspective Improvement of Knowledge Graph Completion with Large Language Models☆46Updated last week
- Repo ISWC-2023 Tekgen Corpus Submission☆57Updated 9 months ago
- [AAAI 2023] Official resources of "NQE: N-ary Query Embedding for Complex Query Answering over Hyper-relational Knowledge Graphs".☆22Updated 8 months ago
- [Paper][ACM MM 2024] Making Large Language Models Perform Better in Knowledge Graph Completion☆161Updated 6 months ago
- [Paper][WWW2023] Structure Pre-training and Prompt Tuning for Knowledge Graph Transfer☆48Updated last year
- Mining Logical Rules with Large Language Models for Knowledge Graph Reasoning with 1 dollar.☆57Updated last year
- ☆90Updated 6 months ago
- [Neurocomputing 2023] Relational Graph Transformer for Knowledge Graph Representation☆127Updated 7 months ago
- A Knowledge Graph Foundation Model for Universal In-Context Reasoning, NeurIPS 2024☆56Updated 2 months ago
- Official Implementation of "Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models".☆100Updated 3 months ago
- Natural Language is All a Graph Needs - LLM / Graph AI / Knowledge Graph - Experiments☆36Updated last year
- ☆19Updated this week
- Official repository of KG-GPT☆65Updated last year
- [NeurIPS 2024] Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs☆46Updated last month
- ☆51Updated last month
- Retrieval-Augmented Generation-based Relation Extraction☆35Updated 2 weeks ago
- LLMs4OL: Large Language Models for Ontology Learning☆108Updated 4 months ago
- Exploring large language models for knowledge graph completion. ICASSP 2025☆112Updated last year
- Official code for our paper "An Autoregressive Text-to-Graph Framework for Joint Entity and Relation Extraction" which will be published …☆48Updated last year
- ☆15Updated last year
- [EMNLP 2022] Generative Knowledge Graph Construction: A Review☆109Updated last year
- ☆59Updated last month
- ACL 2023 (Findings) - BertNet: Harvesting Knowledge Graphs from Pretrained Language Models☆105Updated 7 months ago
- Official implementation of Graph Neural Network Query Executor (ICML 2022)☆89Updated last year
- Some papers on Temporal Knowledge Graph Embedding and Reasoning☆59Updated 2 months ago
- The source code of the Sudowoodo paper in ICDE 2023☆14Updated last year
- ☆25Updated 2 years ago
- This contains script that reimplements KAPING framework (Knowledge-Augmented Language Model Prompting for Zero-Shot Knowledge Graph Quest…☆24Updated 11 months ago