IDEA-FinAI / ToG
This is the official github repo of Think-on-Graph. If you are interested in our work or willing to join our research team in Shenzhen, please feel free to contact us by email (xuchengjin@idea.edu.cn)
☆412Updated 7 months ago
Related projects ⓘ
Alternatives and complementary repositories for ToG
- MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models☆259Updated 5 months ago
- [ICLR 2024] Think-on-Graph: Deep and Responsible Reasoning of Large Language Model on Knowledge Graph☆159Updated 5 months ago
- LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities☆365Updated 9 months ago
- [ACL 2024] Official resources of "ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Larg…☆266Updated 3 months ago
- CRUD-RAG: A Comprehensive Chinese Benchmark for Retrieval-Augmented Generation of Large Language Models☆239Updated 2 weeks ago
- ☆267Updated 10 months ago
- Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"☆321Updated last month
- Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks☆689Updated last week
- [Paper][ACL 2024 Findings] Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering☆187Updated 5 months ago
- [Paper][ACM MM 2024] Making Large Language Models Perform Better in Knowledge Graph Completion☆149Updated 3 months ago
- KAG is a logical-form guided RAG framework, which is built on the OpenSPG engine and supports logical reasoning and factual knowledge mu…☆596Updated this week
- RAGOnMedicalKG,将大模型RAG与KG结合,完成demo级问答,旨在给出基础的思路。☆204Updated 7 months ago
- Unify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT, ReRanker.☆511Updated last week
- [ACL 2024] IEPile: A Large-Scale Information Extraction Corpus☆173Updated 2 weeks ago
- Codes for our paper "RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation"☆130Updated 3 months ago
- ☆198Updated this week
- ☆86Updated 2 months ago
- Docs2KG: Unified Knowledge Graph Construction from Heterogeneous Documents Assisted by Large Language Models☆206Updated 2 months ago
- Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs (ACL 2024)☆152Updated 2 months ago
- Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)☆761Updated this week
- We collect papers about "large language models (LLM) for table-related tasks", e.g., using LLM for Table QA task. “表格+LLM”相关论文整理☆233Updated last month
- [ACL 2024] An Easy-to-use Instruction Processing Framework for LLMs.☆375Updated 2 weeks ago
- Official Repo of paper "KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction". In the paper, we propose …☆59Updated 3 months ago
- 本项目旨在收集开源的表格智能任务数据集(比如表格问答、表格-文本生成等),将原始数据整理为指令微 调格式的数据并微调LLM,进而增强LLM对于表格数据的理解,最终构建出专门面向表格智能任务的大型语言模型。☆476Updated 6 months ago
- 雅意信息抽取大模型:在百万级人工构造的高质量信息抽取数据上进行指令微调,由中科闻歌算法团队研发。 (Repo for YAYI Unified Information Extraction Model)☆270Updated 3 months ago
- ☆130Updated 8 months ago
- ☆279Updated 6 months ago
- PromptKG Family: a Gallery of Prompt Learning & KG-related research works, toolkits, and paper-list.☆695Updated 7 months ago
- Benchmarking Legal Knowledge of Large Language Models☆268Updated last year
- MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL☆193Updated 4 months ago