information-extraction

14 projects share this GitHub topic

Lines connect members that are measurably related to each other. Dot size reflects stars.

🧬 Members

PaddleNLP

Easy-to-use and powerful LLM and SLM library with awesome model zoo.

★ 13k

snips-nlu

Snips Python library to extract meaning from text

★ 4k

Hyper-Extract

Hypergraph is more powerful. Transform unstructured text into structured knowledge with LLMs. Graphs,…

★ 3.9k

GLiNER

Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts)

★ 3.6k

MITIE

MITIE: library and tools for information extraction

★ 3k

transformers_tasks

⭐️ NLP Algorithms with transformers lib. Supporting Text-Classification, Text-Generation,…

★ 2.4k

kor

LLM(😽)

★ 1.7k

Awesome-LLM4IE-Papers

Awesome papers about generative Information Extraction (IE) using Large Language Models (LLMs)

★ 1.1k

ontogpt

LLM-based ontological extraction tools, including SPIRES

★ 987

uie_pytorch

PaddleNLP UIE模型的PyTorch版实现

★ 702

KG-MM-Survey

Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey

★ 506

AutoKG

[WWWJ 2024] LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities

★ 472

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

Measured from GitHub topics shared by both projects, weighted by how rare each topic is.