quqxui / Awesome-LLM4IE-PapersLinks
Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)
☆960Updated 6 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
Sorting:
- [Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)☆1,900Updated 2 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…☆516Updated last year
- ☆248Updated 2 years 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…☆822Updated last year
- Universal information extraction with instruction learning☆387Updated 3 months ago
- MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models☆335Updated last year
- [ACL 2024] Official resources of "ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Larg…☆307Updated 9 months ago
- PromptKG Family: a Gallery of Prompt Learning & KG-related research works, toolkits, and paper-list.☆724Updated last year
- Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks☆843Updated 6 months ago
- [WWWJ 2024] LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities☆432Updated 4 months ago
- Unify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT, ReRanker.☆900Updated this week
- ☆304Updated 3 months ago
- This is the repo for the survey of LLM4IR.☆484Updated 9 months ago
- 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☆479Updated last month
- An Open-sourced Knowledgable Large Language Model Framework.☆1,316Updated 4 months ago
- Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey☆420Updated 5 months ago
- [ACL 2024] IEPile: A Large-Scale Information Extraction Corpus☆194Updated 4 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)☆304Updated 9 months ago
- [ACL 2024] An Easy-to-use Instruction Processing Framework for LLMs.☆404Updated 5 months ago
- AdaSeq: An All-in-One Library for Developing State-of-the-Art Sequence Understanding Models☆439Updated last year
- Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"☆420Updated 3 months ago
- A comprehensive, unified and modular event extraction toolkit.☆379Updated 5 months ago
- ☆315Updated last year
- Benchmarking Legal Knowledge of Large Language Models☆344Updated last year
- The repository for the survey paper <<Survey on Large Language Models Factuality: Knowledge, Retrieval and Domain-Specificity>>☆340Updated last year
- 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。☆300Updated last year
- 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。☆587Updated last year
- A curated list of research papers in Sentence Reprsentation Learning and a sts leaderboard of sentence embeddings.☆316Updated last year
- 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。☆706Updated 2 months ago
- Unified Structure Generation for Universal Information Extraction☆927Updated 2 years ago