quqxui / Awesome-LLM4IE-Papers
Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)
☆946Updated 5 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:
- The online version is temporarily unavailable because we cannot afford the key. You can clone and run it locally. Note: we set defaul ope…☆820Updated 11 months ago
- Universal information extraction with instruction learning☆386Updated 2 months ago
- [Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)☆1,866Updated last month
- An Open-sourced Knowledgable Large Language Model Framework.☆1,311Updated 4 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…☆513Updated last year
- This is the repo for the survey of LLM4IR.☆480Updated 8 months ago
- Unified Structure Generation for Universal Information Extraction☆928Updated 2 years ago
- ☆246Updated 2 years ago
- 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 …☆1,014Updated 5 months ago
- AdaSeq: An All-in-One Library for Developing State-of-the-Art Sequence Understanding Models☆436Updated last year
- Unify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT, ReRanker.☆841Updated last week
- [WWWJ 2024] LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities☆424Updated 4 months ago
- PromptKG Family: a Gallery of Prompt Learning & KG-related research works, toolkits, and paper-list.☆720Updated last year
- [ACL 2024] Official resources of "ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Larg…☆303Updated 8 months ago
- MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models☆323Updated 11 months ago
- A comprehensive, unified and modular event extraction toolkit.☆377Updated 4 months ago
- A curated list of research papers in Sentence Reprsentation Learning and a sts leaderboard of sentence embeddings.☆315Updated last year
- [ACL 2024] An Easy-to-use Instruction Processing Framework for LLMs.☆401Updated 4 months ago
- Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"☆412Updated 2 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)☆300Updated 9 months ago
- Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks☆829Updated 6 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。☆700Updated 2 months ago
- Awesome papers about unifying LLMs and KGs☆2,341Updated last week
- 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。☆573Updated last year
- PaddleNLP UIE模型的PyTorch版实现☆629Updated last year
- 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☆458Updated last month
- Benchmarking Legal Knowledge of Large Language Models☆335Updated last year
- PromptCBLUE: a large-scale instruction-tuning dataset for multi-task and few-shot learning in the medical domain in Chinese☆358Updated last year
- ☆312Updated 11 months ago
- ☆112Updated 9 months ago