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.

Linly

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

180   2233   2233  

PyTorch-NLP

Basic Utilities for PyTorch Natural Language Processing (NLP)

256   2222   2222  

electra

ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Gene...

340   2205   2205  

lazynlp

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

311   2179   2179  

pytextrank

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

333   2173   2173  

uda

Unsupervised Data Augmentation (UDA)

315   2130   2130  

mt-dnn

Multi-Task Deep Neural Networks for Natural Language Understanding

408   2127   2127  

EasyNLP

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

255   2115   2115  

Information-Extraction-Chinese

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

820   2112   2112  

nlp

兜哥出品 <一本开源的NLP入门书籍>

534   2095   2095  

DeepKE

An Open Toolkit for Knowledge Graph Extraction and Construction publis...

539   2092   2092  

sru

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

315   2087   2087  

kcws

Deep Learning Chinese Word Segment

672   2086   2086  

textacy

NLP, before and after spaCy

256   2079   2079  

Chinese-CLIP

Chinese version of CLIP which achieves Chinese cross-modal retrieval a...

241   1999   1999  

The-NLP-Pandect

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

276   1981   1981  

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...

314   1978   1978  

chatgpt.js

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

152   1969   1969  

DeepLearningForNLPInPytorch

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

462   1939   1939  

sling

SLING - A natural language frame semantics parser

266   1932   1932  

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...

533   1924   1924  

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...

512   1853   1853  

PyTorchNLPBook

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

773   1851   1851  

awesome-bert

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

350   1814   1814  

LMOps

General technology for enabling AI capabilities w/ LLMs and MLLMs

102   1801   1801  

NLP-Models-Tensorflow

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

726   1791   1791  

ABSA-PyTorch

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

503   1791   1791  

BERT-NER-Pytorch

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

398   1785   1785  

NLP-Interview-Notes

该仓库主要记录 NLP 算法工程师相关的面试题

457   1785   1785  

spago

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

88   1780   1780  

AliceMind

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

281   1777   1777  

Awesome-pytorch-list-CNVersion

Awesome-pytorch-list 翻译工作进行中......

400   1764   1764  

kaggle-CrowdFlower

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

674   1751   1751  

DeepLearn

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

373   1748   1748  

lightning-flash

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

212   1742   1742  

ecco

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

131   1740   1740  

ChineseGLUE

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

246   1732   1732  

ChineseNLP

Datasets, SOTA results of every fields of Chinese NLP

276   1724   1724  

spacy-models

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

305   1724   1724  

adapter-transformers

Huggingface Transformers + Adapters = ❤️

283   1721   1721  

NLPer-Arsenal

收录NLP竞赛策略实现、各任务baseline、相关竞赛经验贴（当前赛事、往期赛...

225   1719   1719  

NeuroNER

Named-entity recognition using neural networks. Easy-to-use and state-...

474   1707   1707  

sparseml

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

122   1695   1695  

zero_nlp

中文nlp解决方案(大模型、数据、模型、训练、推理)

225   1693   1693  

gpt2-ml

GPT2 for Multiple Languages, including pretrained models. GPT2 多语言...

333   1690   1690  

transformer-deploy

Efficient, scalable and enterprise-grade CPU/GPU inference server for...

151   1683   1683  

NLP-Knowledge-Graph

自然语言处理、知识图谱、对话系统三大技术研究与应用。

366   1681   1681  

graph4nlp

Graph4nlp is the library for the easy use of Graph Neural Networks for...

204   1679   1679  

FARM

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

235   1674   1674  

cakechat

CakeChat: Emotional Generative Dialog System

859   1663   1663