information-extraction
15 projects share this GitHub topic
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🧬 Members
PaddleNLP
Easy-to-use and powerful LLM and SLM library with awesome model zoo.
★ 13k
Hyper-Extract
Hypergraph is more powerful. Transform unstructured text into structured knowledge with LLMs. Graphs,…
★ 4.2k
GLiNER
Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts)
★ 4.2k
snips-nlu
Snips Python library to extract meaning from text
★ 4k
MITIE
MITIE: library and tools for information extraction
★ 3k
transformers_tasks
⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation,…
★ 2.4k
contextgem
Extract structured data and insights from documents using LLMs and decision models
★ 2k
kor
LLM(😽)
★ 1.7k
ontogpt
LLM-based ontological extraction tools, including SPIRES
★ 1.1k
Awesome-LLM4IE-Papers
Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)
★ 1.1k
uie_pytorch
PaddleNLP UIE模型的PyTorch版实现
★ 702
KG-MM-Survey
Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey
★ 507
AutoKG
[WWWJ 2024] LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities
★ 473
xmc.dspy
In-Context Learning for eXtreme Multi-Label Classification (XMC) using only a handful of examples.
★ 457
HugNLP
CIKM2023 Best Demo Paper Award. HugNLP is a unified and comprehensive NLP library based on HuggingFace…
★ 392
🔗 Related families
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