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fighting41love/funNLP

Comprehensive Chinese NLP resource collection for developers

79.2K
Archived
Python
LLM Frameworks
RAG & Vector
Python
#nlp#chinese-nlp#ai-resources

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

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

CLUEbenchmark/CLUEDatasetSearch

A comprehensive search tool for finding Chinese NLP datasets, with support for common English NLP datasets as well.

4.4K
Archived
Python
Datasets
Tutorials & Courses
Python
#chinese#nlp#datasets

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

wainshine/Chinese-Names-Corpus

A Chinese name corpus and generator for natural language processing and entity recognition.

4.3K
Stable
Databases
CLI Tools
#corpus#dataset#names

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

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

dongrixinyu/JioNLP

A comprehensive Chinese NLP preprocessing and parsing package with high accuracy, efficiency, and ease of use.

3.8K
Stable
Python
NLP Frameworks
API Frameworks
Python
#natural-language-processing#preprocessing#parsing

ownthink/Jiagu

Jiagu is a deep learning-based NLP toolkit that provides features like Chinese word segmentation, NER, sentiment analysis, and more.

3.4K
Archived
Python
NLP Frameworks
API Frameworks
Python
#chinese-nlp#natural-language-processing#word-segmentation

dbiir/UER-py

Open-source pre-training model framework in PyTorch with a pre-trained model zoo for natural language processing tasks.

3.1K
Archived
Python
LLM Frameworks
Fine-tuning
PyTorch
#natural-language-processing#bert#roberta

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

km1994/NLP-Interview-Notes

This repository contains a collection of NLP algorithm interview questions and notes.

2.6K
Archived
LLM Frameworks
Tutorials & Courses
#nlp#bert#transformer

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

guillaumegenthial/sequence_tagging

Named Entity Recognition (NER) library for Tensorflow, using LSTM + CRF for state-of-the-art performance.

2.0K
Archived
Python
LLM Frameworks
API Frameworks
Tensorflow
#named-entity-recognition#ner#bi-lstm

jiesutd/NCRFpp

NCRF++: A Neural Sequence Labeling Toolkit for tasks like NER, POS tagging, and text chunking.

1.9K
Archived
Python
Agents & Orchestration
Named Entity Recognition
PyTorch
#neural-networks#sequence-labeling#chunking

jsksxs360/How-to-use-Transformers

A comprehensive tutorial on using the Transformers library for various natural language processing tasks in Python.

1.9K
Archived
Python
LLM Frameworks
API Frameworks
PyTorch
#bert#nlp#natural-language-processing

jiesutd/LatticeLSTM

Chinese Named Entity Recognition (NER) library using Lattice LSTM model, built for AI/ML developers.

1.8K
Archived
Python
Computer Vision
API Frameworks
PyTorch
#chinese-ner#lattice-lstm#lstm-crf

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