Akirato / LLM-KG-ReasoningLinks
We want to try and evaluate LLMs using Knowledge Graphs
☆110Updated 2 years ago
Alternatives and similar repositories for LLM-KG-Reasoning
Users that are interested in LLM-KG-Reasoning are comparing it to the libraries listed below
Sorting:
- Mining Logical Rules with Large Language Models for Knowledge Graph Reasoning with 1 dollar.☆69Updated last year
- A Knowledge Graph Foundation Model for Universal In-Context Reasoning, NeurIPS 2024☆73Updated 8 months ago
- [Paper][ACL 2024 Findings] Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering☆194Updated last year
- [Paper][ACM MM 2024] Making Large Language Models Perform Better in Knowledge Graph Completion☆210Updated last year
- [LREC-COLING 2024] Multi-perspective Improvement of Knowledge Graph Completion with Large Language Models☆50Updated 6 months ago
- [Paper][WWW2023] Structure Pre-training and Prompt Tuning for Knowledge Graph Transfer☆50Updated 2 years ago
- The official repo of TimeLlama, an instruction-finetuned Llama2 series that improve complex temporal reasoning ability.☆41Updated 2 years ago
- The code and data for "StructGPT: A general framework for Large Language Model to Reason on Structured Data"☆103Updated last year
- ☆251Updated 2 years ago
- [Neurocomputing 2023] Relational Graph Transformer for Knowledge Graph Representation☆139Updated last year
- Official implementation of A* Networks☆152Updated 2 years ago
- Official implementation of Graph Neural Network Query Executor (ICML 2022)☆89Updated 2 years ago
- This is the official code for paper: [PiVe: Prompting with Iterative Verification Improving Graph-based Generative Capability of LLMs]☆36Updated last year
- [ICLR 2024] Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph☆220Updated last year
- [EMNLP 2022] Generative Knowledge Graph Construction: A Review☆112Updated 2 years ago
- Official repository of KG-GPT☆71Updated 2 years ago
- [NeurIPS 2024] Official resources of "Text2NKG: Fine-Grained N-ary Relation Extraction for N-ary relational Knowledge Graph Construction"…☆33Updated 3 months ago
- Hierarchical Transformers for Knowledge Graph Embeddings (EMNLP 2021)☆83Updated last year
- ☆36Updated 2 years ago
- Code repo for COLING 2022 paper "Joint Language Semantic and Structure Embedding for Knowledge Graph Completion"☆54Updated 3 years ago
- Knowledge Graph-Guided Retrieval Augmented Generation, NAACL 2025☆101Updated 9 months ago
- The folk code of UniKGQA-ICLR-2023☆50Updated 2 years ago
- CogKGE: A Knowledge Graph Embedding Toolkit and Benchmark for Representing Multi-source and Heterogeneous Knowledge. ACL 2022☆57Updated 3 years ago
- ☆323Updated 9 months ago
- kgTransformer: pre-training for reasoning over complex KG queries (KDD 22)☆86Updated last year
- Official Implementation of ICML 2025 Paper: "Graph-constrained Reasoning: Faithful Reasoning on Knowledge Graphs with Large Language Mode…☆190Updated 6 months ago
- ☆61Updated 10 months ago
- FlexKBQA: A Flexible LLM-Powered Framework for Few-Shot Knowledge Base Question Answering☆79Updated 2 years ago
- [NeurIPS 2024] Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs☆83Updated 10 months ago
- ACL 2023 (Findings) - BertNet: Harvesting Knowledge Graphs from Pretrained Language Models☆107Updated last year