Akirato / LLM-KG-Reasoning
We want to try and evaluate LLMs using Knowledge Graphs
☆104Updated last year
Alternatives and similar repositories for LLM-KG-Reasoning:
Users that are interested in LLM-KG-Reasoning are comparing it to the libraries listed below
- This is the official code for paper: [PiVe: Prompting with Iterative Verification Improving Graph-based Generative Capability of LLMs]☆35Updated 6 months ago
- [NeurIPS 2024] Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs☆49Updated 2 months ago
- [Paper][ACM MM 2024] Making Large Language Models Perform Better in Knowledge Graph Completion☆166Updated 7 months ago
- Repo ISWC-2023 Tekgen Corpus Submission☆61Updated 10 months ago
- A Knowledge Graph Foundation Model for Universal In-Context Reasoning, NeurIPS 2024☆59Updated 3 months ago
- Mining Logical Rules with Large Language Models for Knowledge Graph Reasoning with 1 dollar.☆57Updated last year
- [Paper][ACL 2024 Findings] Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering☆190Updated 9 months ago
- Official repository of KG-GPT☆67Updated last year
- We propose the Text-to-CQL task and provide the dataset.☆34Updated last year
- ☆60Updated 2 months ago
- [ICLR 2024] Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph☆177Updated 9 months ago
- [LREC-COLING 2024] Multi-perspective Improvement of Knowledge Graph Completion with Large Language Models☆47Updated last month
- Exploring large language models for knowledge graph completion. ICASSP 2025☆115Updated last year
- The folk code of UniKGQA-ICLR-2023☆46Updated last year
- The code and data for "StructGPT: A general framework for Large Language Model to Reason on Structured Data"☆104Updated last year
- The official repo of TimeLlama, an instruction-finetuned Llama2 series that improve complex temporal reasoning ability.☆34Updated last year
- [EMNLP 2022] Generative Knowledge Graph Construction: A Review☆109Updated last year
- [ICLR2024] Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources☆63Updated 9 months ago
- ☆292Updated 3 weeks ago
- A large-scale complex question answering evaluation of ChatGPT and similar large-language models☆38Updated 10 months ago
- [Paper][WWW2023] Structure Pre-training and Prompt Tuning for Knowledge Graph Transfer☆48Updated last year
- The pytorch implementation of Subgraph Retrieval Enhanced Model for Multi-hop Knowledge Base Question Answering☆104Updated 2 years ago
- ☆27Updated 2 months ago
- "Few-shot In-context Learning for Knowledge Base Question Answering" [ACL2023]☆60Updated last month
- Official implementation of Graph Neural Network Query Executor (ICML 2022)☆89Updated last year
- The code of An Empirical Study of Pre-trained Language Models in Simple Knowledge Graph Question Answering☆33Updated last year
- ☆245Updated last year
- Generate-on-Graph: Treat LLM as both Agent and KG for Incomplete Knowledge Graph Question Answering. EMNLP 2024 Main☆48Updated 4 months ago
- Code and data for "The Power of Noise: Redefining Retrieval for RAG Systems"☆49Updated 4 months ago
- ☆98Updated 7 months ago