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.
☆24Updated this week
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☆102Updated last year
- Repo ISWC-2023 Tekgen Corpus Submission☆56Updated 8 months ago
- [LREC-COLING 2024] Multi-perspective Improvement of Knowledge Graph Completion with Large Language Models☆43Updated 6 months ago
- A pipeline using LLMs for Knowledge Engineering, combining knowledge probing and Wikidata entity mapping.☆34Updated 3 weeks ago
- [AAAI 2023] Official resources of "NQE: N-ary Query Embedding for Complex Query Answering over Hyper-relational Knowledge Graphs".☆22Updated 7 months ago
- [NeurIPS 2024] Official resources of "Text2NKG: Fine-Grained N-ary Relation Extraction for N-ary relational Knowledge Graph Construction"…☆18Updated 3 months ago
- Official Implementation of "Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models".☆95Updated 2 months ago
- Mining Logical Rules with Large Language Models for Knowledge Graph Reasoning with 1 dollar.☆54Updated 11 months ago
- [Paper][ACM MM 2024] Making Large Language Models Perform Better in Knowledge Graph Completion☆158Updated 5 months ago
- ☆82Updated 5 months ago
- [Paper][WWW2023] Structure Pre-training and Prompt Tuning for Knowledge Graph Transfer☆48Updated last year
- [Neurocomputing 2023] Relational Graph Transformer for Knowledge Graph Representation☆126Updated 6 months ago
- Links and description of Knowledge Graphs Construction Tools☆55Updated 4 months ago
- ☆17Updated 3 months ago
- LLMs4OL: Large Language Models for Ontology Learning☆101Updated 3 months ago
- Exploring large language models for knowledge graph completion. ICASSP 2025☆112Updated last year
- Natural Language is All a Graph Needs - LLM / Graph AI / Knowledge Graph - Experiments☆36Updated last year
- Official implementation of A* Networks☆140Updated last year
- ☆18Updated 2 years ago
- A Knowledge Graph Foundation Model for Universal In-Context Reasoning, NeurIPS 2024☆52Updated last month
- Generate-on-Graph: Treat LLM as both Agent and KG for Incomplete Knowledge Graph Question Answering. EMNLP 2024 Main☆37Updated 2 months ago
- [EMNLP 2022] Generative Knowledge Graph Construction: A Review☆109Updated last year
- [ICLR 2024] Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph☆171Updated 7 months ago
- Retrieval-Augmented Generation-based Relation Extraction☆32Updated 2 weeks ago
- ☆24Updated last month
- Official repository of KG-GPT☆64Updated last year
- [NeurIPS 2024] Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs☆40Updated last week
- ☆18Updated this week
- [EMNLP Findings 2022] ReaRev: Adaptive Reasoning for Question Answering over Knowledge Graphs☆30Updated last year
- ☆15Updated last year