quqxui / Awesome-LLM4IE-Papers
Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)
☆850Updated 2 months ago
Alternatives and similar repositories for Awesome-LLM4IE-Papers:
Users that are interested in Awesome-LLM4IE-Papers are comparing it to the libraries listed below
- [Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)☆1,669Updated 2 weeks ago
- The online version is temporarily unavailable because we cannot afford the key. You can clone and run it locally. Note: we set defaul ope…☆800Updated 7 months ago
- This is the official github repo of Think-on-Graph (ICLR 2024). If you are interested in our work or willing to join our research team in…☆458Updated 9 months ago
- PromptKG Family: a Gallery of Prompt Learning & KG-related research works, toolkits, and paper-list.☆702Updated 9 months ago
- ☆230Updated last year
- Universal information extraction with instruction learning☆378Updated last year
- Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks☆729Updated 2 months ago
- An Open-sourced Knowledgable Large Language Model Framework.☆1,260Updated this week
- This is the repo for the survey of LLM4IR.☆459Updated 4 months ago
- AdaSeq: An All-in-One Library for Developing State-of-the-Art Sequence Understanding Models☆428Updated last year
- MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models☆290Updated 7 months ago
- LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities☆381Updated this week
- Reading list of hallucination in LLMs. Check out our new survey paper: "Siren’s Song in the AI Ocean: A Survey on Hallucination in Large …☆966Updated last month
- Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey☆367Updated last month
- [ACL 2024] An Easy-to-use Instruction Processing Framework for LLMs.☆386Updated 3 weeks ago
- [ACL 2024] Official resources of "ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Larg…☆278Updated 5 months ago
- Unify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT, ReRanker.☆647Updated last week
- Awesome papers about unifying LLMs and KGs☆2,159Updated 2 months ago
- Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"☆356Updated 2 months ago
- The repository for the survey paper <<Survey on Large Language Models Factuality: Knowledge, Retrieval and Domain-Specificity>>☆329Updated 8 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。☆518Updated 8 months ago
- 中文命名实体识别。包含目前最新的中文命名实体识别论文、中文实体识别相关工具、数据集,以及中文预训练模型、词向量、实体识别综述等。☆648Updated 3 weeks ago
- A comprehensive, unified and modular event extraction toolkit.☆362Updated last month
- Unified Structure Generation for Universal Information Extraction☆909Updated 2 years 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)☆282Updated 5 months ago
- 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。☆236Updated 9 months ago
- ☆1,928Updated 8 months ago
- [ACL 2024] A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future☆388Updated this week
- Collecting awesome papers of RAG for AIGC. We propose a taxonomy of RAG foundations, enhancements, and applications in paper "Retrieval-…☆1,389Updated 4 months ago
- ☆282Updated last year