Most popular nlp repositories and open source projects

Natural language processing (NLP) is a field of computer science that studies how computers and humans interact. In the 1950s, Alan Turing published an article that proposed a measure of intelligence, now called the Turing test. More modern techniques, such as deep learning, have produced results in the fields of language modeling, parsing, and natural-language tasks.

rasa_core

Rasa Core is now part of the Rasa repo: An open source machine learnin...

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awesome-DeepLearning

深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百...

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scattertext

Beautiful visualizations of how language differs among document types.

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Medical_NLP

Medical NLP Competition, dataset, large models, paper

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awesome-chatgpt

🧠 A curated list of awesome ChatGPT resources, including libraries, S...

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mt-dnn

Multi-Task Deep Neural Networks for Natural Language Understanding

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awesome-sentence-embedding

A curated list of pretrained sentence and word embedding models

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JioNLP

中文 NLP 预处理、解析工具包，准确、高效、易用 A Chinese NLP Preprocess...

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Introduction-NLP

HanLP作者的新书《自然语言处理入门》详细笔记！业界良心之作，书中不是枯...

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Linly

Chinese-LLaMA 、Chinese-Falcon 基础模型；ChatFlow中文对话模型；中文Ope...

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PyTorch-NLP

Basic Utilities for PyTorch Natural Language Processing (NLP)

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bootcamp

Dealing with all unstructured data, such as reverse image search, audi...

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uda

Unsupervised Data Augmentation (UDA)

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lazynlp

Library to scrape and clean web pages to create massive datasets.

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pytextrank

Python implementation of TextRank algorithms ("textgraphs") for phrase...

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EasyNLP

EasyNLP: A Comprehensive and Easy-to-use NLP Toolkit

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sparseml

Libraries for applying sparsification recipes to neural networks with...

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Information-Extraction-Chinese

Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation E...

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sru

Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)

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nlp

兜哥出品 <一本开源的NLP入门书籍>

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kcws

Deep Learning Chinese Word Segment

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textacy

NLP, before and after spaCy

256   2079   2079  

AliceMind

ALIbaba's Collection of Encoder-decoders from MinD (Machine IntelligeN...

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ecco

Explain, analyze, and visualize NLP language models. Ecco creates inte...

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PyTorchNLPBook

Code and data accompanying Natural Language Processing with PyTorch pu...

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chatgpt.js

🤖 A powerful, open source client-side JavaScript library for ChatGPT

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The-NLP-Pandect

A comprehensive reference for all topics related to Natural Language P...

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HarvestText

文本挖掘和预处理工具（文本清洗、新词发现、情感分析、实体识别链接、关键...

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DeepLearningForNLPInPytorch

An IPython Notebook tutorial on deep learning for natural language pro...

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sling

SLING - A natural language frame semantics parser

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beir

A Heterogeneous Benchmark for Information Retrieval. Easy to use, eval...

216   1903   1903  

named_entity_recognition

中文命名实体识别（包括多种模型：HMM，CRF，BiLSTM，BiLSTM+CRF的具体实现...

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DeepLearn

Implementation of research papers on Deep Learning+ NLP+ CV in Python...

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alpaca_eval

An automatic evaluator for instruction-following language models. Huma...

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spago

Self-contained Machine Learning and Natural Language Processing librar...

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awesome-bert

bert nlp papers, applications and github resources, including the new...

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LMOps

General technology for enabling AI capabilities w/ LLMs and MLLMs

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ABSA-PyTorch

Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的...

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NLP-Models-Tensorflow

Gathers machine learning and Tensorflow deep learning models for NLP p...

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BERT-NER-Pytorch

Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)

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NLP-Interview-Notes

该仓库主要记录 NLP 算法工程师相关的面试题

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Awesome-pytorch-list-CNVersion

Awesome-pytorch-list 翻译工作进行中......

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transfer-learning-conv-ai

🦄 State-of-the-Art Conversational AI with Transfer Learning

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FARM

:house_with_garden: Fast & easy transfer learning for NLP. Harvesting...

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kaggle-CrowdFlower

1st Place Solution for CrowdFlower Product Search Results Relevance Co...

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lightning-flash

Your PyTorch AI Factory - Flash enables you to easily configure and ru...

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Research

novel deep learning research works with PaddlePaddle

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ChineseGLUE

Language Understanding Evaluation benchmark for Chinese: datasets, bas...

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ChineseNLP

Datasets, SOTA results of every fields of Chinese NLP

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spacy-models

💫 Models for the spaCy Natural Language Processing (NLP) library

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