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.
☆21Updated this week
Related projects ⓘ
Alternatives and complementary repositories for LLM-KG-Bench
- We want to try and evaluate LLMs using Knowledge Graphs☆102Updated last year
- Mining Logical Rules with Large Language Models for Knowledge Graph Reasoning with 1 dollar.☆54Updated 10 months ago
- Repo ISWC-2023 Tekgen Corpus Submission☆54Updated 6 months ago
- A pipeline using LLMs for Knowledge Engineering, combining knowledge probing and Wikidata entity mapping.☆33Updated last year
- [Paper][ACM MM 2024] Making Large Language Models Perform Better in Knowledge Graph Completion☆149Updated 3 months ago
- A Knowledge Graph Foundation Model for Universal In-Context Reasoning, NeurIPS 2024☆45Updated this week
- [LREC-COLING 2024] Multi-perspective Improvement of Knowledge Graph Completion with Large Language Models☆39Updated 4 months ago
- [AAAI 2023] Official resources of "NQE: N-ary Query Embedding for Complex Query Answering over Hyper-relational Knowledge Graphs".☆22Updated 5 months ago
- Official repository of KG-GPT☆60Updated last year
- Official Implementation of "Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Models".☆61Updated 3 weeks ago
- Exploring large language models for knowledge graph completion☆105Updated last year
- [Paper][WWW2023] Structure Pre-training and Prompt Tuning for Knowledge Graph Transfer☆46Updated last year
- Retrieval-Augmented Generation-based Relation Extraction☆32Updated 3 months ago
- [EMNLP 2022] Generative Knowledge Graph Construction: A Review☆105Updated last year
- Official implementation of Graph Neural Network Query Executor (ICML 2022)☆88Updated last year
- Some papers on Temporal Knowledge Graph Embedding and Reasoning☆48Updated 2 months ago
- [EMNLP Findings 2022] ReaRev: Adaptive Reasoning for Question Answering over Knowledge Graphs☆27Updated last year
- A Paper List of Low-resource Information Extraction☆116Updated last week
- ☆68Updated 3 months ago
- ☆58Updated 7 months ago
- [ICLR 2024] Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph☆159Updated 6 months ago
- Few-shot In-context Learning for Knowledge Base Question Answering☆59Updated last year
- [Neurocomputing 2023] Relational Graph Transformer for Knowledge Graph Representation☆126Updated 4 months ago
- Automatic Ontology and Knowledge Graph construction with LLM☆146Updated this week
- Codes for WWW2022 accepted paper: SelfKG: Self-Supervised Entity Alignment in Knowledge Graphs☆67Updated 2 years ago
- [SIGIR 2023] Schema-aware Reference as Prompt Improves Data-Efficient Knowledge Graph Construction☆42Updated last year
- Official Implementation of ACL2024 paper "Direct Evaluation of Chain-of-Thought in Multi-hop Reasoning with Knowledge Graphs"(https://arx…☆22Updated 3 months ago
- ☆15Updated last year
- ACL 2023 (Findings) - BertNet: Harvesting Knowledge Graphs from Pretrained Language Models☆102Updated 4 months ago
- ☆19Updated 2 years ago