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hankcs/HanLP

Multilingual NLP toolkit for production with PyTorch/TensorFlow

36.2K
Stable
Python
LLM Frameworks
CLI Tools
PyTorch
#nlp#pytorch#tensorflow

explosion/spaCy

Industrial-strength NLP library for Python with pretrained models and fast processing

33.3K
Stable
Python
LLM Frameworks
CLI Tools
spaCy
#nlp#machine-learning#python

sebastianruder/NLP-progress

Tracks progress in NLP tasks with datasets and benchmarks

23.0K
Archived
Python
Computer Vision
#nlp#benchmark#datasets

flairNLP/flair

A simple, state-of-the-art NLP framework for tasks like named entity recognition and semantic role labeling.

14.4K
Stable
Python
NLP Frameworks
PyTorch
#natural-language-processing#machine-learning#sequence-labeling

stanfordnlp/CoreNLP

CoreNLP is a comprehensive NLP toolkit that provides powerful language processing capabilities for Java developers.

10.1K
Active
Java
NLP Frameworks
Java
#natural-language-processing#named-entity-recognition#parsing

stanfordnlp/stanza

A powerful Python NLP library for tokenization, sentence segmentation, named entity recognition, and parsing of many languages.

7.7K
Active
Python
NLP Frameworks
API Frameworks
PyTorch
#natural-language-processing#machine-learning#deep-learning

microsoft/presidio

Detects, redacts, masks, and anonymizes sensitive data across text, images, and structured data.

7.1K
Active
Python
Python
#anonymization#data-redaction#data-masking

deeppavlov/DeepPavlov

An open-source library for deep learning end-to-end dialog systems and chatbots.

7.0K
Stable
Python
TensorFlow
#deep-learning#dialogue-agents#natural-language-processing

macanv/BERT-BiLSTM-CRF-NER

A Tensorflow solution for Named Entity Recognition (NER) using the BERT-BiLSTM-CRF model with BERT fine-tuning.

4.9K
Archived
Python
NER
API Frameworks
TensorFlow
#bert#named-entity-recognition#ner

qq547276542/Agriculture_KnowledgeGraph

An open-source knowledge graph for the agriculture domain, enabling information retrieval, named entity recognition, relation extraction, and question answering.

4.3K
Experimental
Python
LLM Frameworks
Knowledge Graphs
Python
#knowledge-graph#named-entity-recognition#relation-extraction

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

ThilinaRajapakse/simpletransformers

A Python library that provides a simple interface for using popular NLP models like BERT, GPT-2, XLNet, and T5 for various tasks.

4.2K
Stable
Python
LLM Frameworks
Text Classification
Python
#transformers#natural-language-processing#text-classification

baidu/lac

A Chinese NLP library for tokenization, part-of-speech tagging, named entity recognition, and lexical analysis.

4.0K
Archived
C++
NLP Frameworks
API Frameworks
Java
#chinese-nlp#tokenization#part-of-speech-tagging

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

hankcs/pyhanlp

An open-source Chinese NLP library providing state-of-the-art tools for word segmentation, dependency parsing, named entity recognition, and more.

3.2K
Archived
Python
NLP
Python
#chinese-nlp#word-segmentation#dependency-parsing

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

blmoistawinde/HarvestText

A versatile NLP toolkit for text mining and preprocessing, supporting tasks like sentiment analysis, entity extraction, and keyword summarization.

2.6K
Archived
Python
NLP
CLI Tools
Python
#nlp#text-mining#sentiment-analysis

explosion/spacy-course

A free online course teaching advanced NLP with spaCy

2.4K
Experimental
Python
Tutorials & Courses
Gatsby
#NLP#spaCy#online-course

BrikerMan/Kashgari

Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification.

2.4K
Archived
Python
LLM Frameworks
API Frameworks
TensorFlow
#nlp#text-classification#text-labeling

Determined22/zh-NER-TF

A simple BiLSTM-CRF model for named entity recognition in Chinese text, built using TensorFlow.

2.3K
Archived
Python
Computer Vision
API Frameworks
TensorFlow
#named-entity-recognition#chinese-nlp#bilstm-crf
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