quqxui/Awesome-LLM4IE-Papers
Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)
This is a curated collection of academic papers focused on how Large Language Models (LLMs) can be used for information extraction tasks. It helps researchers and practitioners find studies on identifying specific entities, relationships, or events from text, organized by task and technique. The target audience is academic researchers and advanced practitioners in natural language processing and AI.
1,055 stars. No commits in the last 6 months.
Use this if you are researching or developing systems for extracting structured information like names, dates, or relationships from unstructured text using large language models.
Not ideal if you are looking for ready-to-use software tools or tutorials for implementing information extraction, rather than academic literature.
Stars
1,055
Forks
63
Language
—
License
—
Category
Last pushed
Nov 18, 2024
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/llm-tools/quqxui/Awesome-LLM4IE-Papers"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
rafska/awesome-local-llm
A curated list of awesome platforms, tools, practices and resources that helps run LLMs locally
KalyanKS-NLP/llm-engineer-toolkit
A curated list of 120+ LLM libraries category wise.
yzhao062/anomaly-detection-resources
Anomaly detection related books, papers, videos, and toolboxes. Last update late 2025 for LLM...
llm-jp/awesome-japanese-llm
日本語LLMまとめ - Overview of Japanese LLMs
InftyAI/Awesome-LLMOps
🎉 An awesome & curated list of best LLMOps tools.