quqxui / Awesome-LLM4IE-Papers
Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)
☆910Updated 4 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
- The online version is temporarily unavailable because we cannot afford the key. You can clone and run it locally. Note: we set defaul ope…☆812Updated 10 months ago
- Universal information extraction with instruction learning☆386Updated last month
- ☆240Updated last year
- [Paper List] Papers integrating knowledge graphs (KGs) and large language models (LLMs)☆1,786Updated this week
- 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…☆491Updated last year
- PromptKG Family: a Gallery of Prompt Learning & KG-related research works, toolkits, and paper-list.☆714Updated last year
- MindMap: Knowledge Graph Prompting Sparks Graph of Thoughts in Large Language Models☆304Updated 10 months ago
- [ACL 2024] Official resources of "ChatKBQA: A Generate-then-Retrieve Framework for Knowledge Base Question Answering with Fine-tuned Larg…☆291Updated 7 months ago
- This is the repo for the survey of LLM4IR.☆473Updated 6 months ago
- Unified Structure Generation for Universal Information Extraction☆921Updated 2 years ago
- An Open-sourced Knowledgable Large Language Model Framework.☆1,295Updated 2 months ago
- AdaSeq: An All-in-One Library for Developing State-of-the-Art Sequence Understanding Models☆435Updated 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。☆682Updated 2 weeks ago
- A comprehensive, unified and modular event extraction toolkit.☆371Updated 3 months ago
- Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks☆797Updated 4 months ago
- Unify Efficient Fine-tuning of RAG Retrieval, including Embedding, ColBERT, ReRanker.☆761Updated this week
- [WWWJ 2024] LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities☆412Updated 2 months ago
- [ACL 2024] An Easy-to-use Instruction Processing Framework for LLMs.☆398Updated 3 months ago
- A curated list of research papers in Sentence Reprsentation Learning and a sts leaderboard of sentence embeddings.☆315Updated last year
- Benchmarking Legal Knowledge of Large Language Models☆317Updated last year
- Official Implementation of ICLR 2024 paper: "Reasoning on Graphs: Faithful and Interpretable Large Language Model Reasoning"☆396Updated 3 weeks ago
- [EMNLP 2023] Enabling Large Language Models to Generate Text with Citations. Paper: https://arxiv.org/abs/2305.14627☆478Updated 5 months ago
- Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey☆397Updated 3 months ago
- [ACL 2024] IEPile: A Large-Scale Information Extraction Corpus☆189Updated 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)☆298Updated 7 months ago
- ☆298Updated last month
- 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☆414Updated 3 weeks 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 …☆1,001Updated 4 months ago
- ☆306Updated 10 months ago
- ☆1,986Updated 10 months ago