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PaddlePaddle/PaddleNLP

Easy-to-use and powerful LLM and SLM library with awesome model zoo for natural language processing.

12.9K
Stable
Python
LLM Frameworks
React
#llm#nlp#transformers

zjunlp/DeepKE

An open toolkit for knowledge graph extraction and construction in Python.

4.3K
Experimental
Python
LLM Frameworks
Knowledge Graphs
PyTorch
#knowledge-graph#information-extraction#natural-language-processing

snipsco/snips-nlu

Snips NLU is a Python library for extracting meaning from text using natural language processing and machine learning.

4.0K
Archived
Python
NLP
API Frameworks
Python
#natural-language-processing#intent-classification#named-entity-recognition

mit-nlp/MITIE

MITIE is a C++ library and tools for information extraction, with support for Java and Python.

3.0K
Stable
C++
Natural Language Processing
#information-extraction#natural-language-processing#machine-learning

urchade/GLiNER

A lightweight and generalist NER model for extracting entities from text, with support for prompt-tuning.

2.9K
Active
Python
LLM Frameworks
Named Entity Recognition
Python
#information-extraction#named-entity-recognition#natural-language-processing

HarderThenHarder/transformers_tasks

A library of NLP algorithms and utilities for text classification, generation, extraction, and more using the Transformers library.

2.4K
Archived
Jupyter Notebook
LLM Frameworks
ORMs & Query Builders
PyTorch
#nlp#text-classification#text-generation

eyurtsev/kor

A Python library for working with large language models (LLMs) like GPT-3 and Anthropic's models.

1.7K
Experimental
Python
LLM Frameworks
LLM Wrappers & SDKs
Python
#llm#natural-language-processing#information-extraction

tstanislawek/awesome-document-understanding

A curated list of resources for Document Understanding (DU) related to machine learning and natural language processing.

1.5K
Archived
Computer Vision
Natural Language Processing
#document-understanding#pdf-processing#ocr

quqxui/Awesome-LLM4IE-Papers

A curated collection of papers on generative information extraction using large language models.

1.1K
Archived
LLM Frameworks
Information Extraction
#large-language-models#information-extraction#event-extraction

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