quqxui / Awesome-LLM4IE-Papers
Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)
☆765Updated this week
Related projects ⓘ
Alternatives and complementary repositories for Awesome-LLM4IE-Papers
- [Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)☆1,520Updated 2 weeks ago
- ☆212Updated last year
- Universal information extraction with instruction learning☆374Updated 10 months ago
- PromptKG Family: a Gallery of Prompt Learning & KG-related research works, toolkits, and paper-list.☆695Updated 8 months ago
- 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, p…☆412Updated 8 months ago
- MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models☆263Updated 6 months ago
- Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey☆339Updated 6 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
- This is the repo for the survey of LLM4IR.☆437Updated 2 months ago
- LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities☆366Updated 9 months 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…☆792Updated 5 months ago
- Unified Structure Generation for Universal Information Extraction☆899Updated 2 years ago
- [ACL 2024] An Easy-to-use Instruction Processing Framework for LLMs.☆376Updated 2 weeks ago
- An Open-sourced Knowledgable Large Language Model Framework.☆1,241Updated 4 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☆234Updated last month
- 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 …☆945Updated this week
- A comprehensive, unified and modular event extraction toolkit.☆352Updated last year
- Official Repo of paper "KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction". In the paper, we propose …☆60Updated 3 months ago
- AdaSeq: An All-in-One Library for Developing State-of-the-Art Sequence Understanding Models☆418Updated last year
- Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks☆693Updated 2 weeks ago
- A curated list of research papers in Sentence Reprsentation Learning and a sts leaderboard of sentence embeddings.☆302Updated last year
- Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"☆321Updated last month
- 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。☆616Updated 6 months ago
- CRUD-RAG: A Comprehensive Chinese Benchmark for Retrieval-Augmented Generation of Large Language Models☆241Updated 3 weeks ago
- The repository for the survey paper <<Survey on Large Language Models Factuality: Knowledge, Retrieval and Domain-Specificity>>☆326Updated 6 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。☆479Updated 7 months ago
- Unify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT, ReRanker.☆513Updated last week
- Benchmarking Legal Knowledge of Large Language Models☆269Updated last year
- Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models☆967Updated last month
- [EMNLP 2023] Enabling Large Language Models to Generate Text with Citations. Paper: https://arxiv.org/abs/2305.14627☆462Updated last month