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.

TAADpapers

Must-read Papers on Textual Adversarial Attack and Defense

179 1305 1305

tika-python

Tika-Python is a Python binding to the Apache Tika™ REST services allo...

229 1302 1302

Chinese-ELECTRA

Pre-trained Chinese ELECTRA（中文ELECTRA预训练模型）

173 1298 1298

nlp_overview

Overview of Modern Deep Learning Techniques Applied to Natural Languag...

199 1294 1294

jieba-php

"結巴"中文分詞：做最好的 PHP 中文分詞、中文斷詞組件。 / "Jieba" (Chine...

258 1267 1267

gnes

GNES is Generic Neural Elastic Search, a cloud-native semantic search...

209 1266 1266

spacy-transformers

🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy

161 1264 1264

text_gcn

Graph Convolutional Networks for Text Classification. AAAI 2019

426 1259 1259

obsei

Obsei is a low code AI powered automation tool. It can be used in vari...

167 1256 1256

opennlp

Apache OpenNLP

427 1253 1253

detext

DeText: A Deep Neural Text Understanding Framework for Ranking and Cla...

140 1248 1248

one-pixel-attack-keras

Keras implementation of "One pixel attack for fooling deep neural netw...

214 1228 1228

DataProfiler

What's in your data? Extract schema, statistics and entities from data...

125 1228 1228

course

The Hugging Face course on Transformers

412 1221 1221

nlg-eval

Evaluation code for various unsupervised automated metrics for Natural...

203 1205 1205

textrank

TextRank implementation for Python 3.

262 1194 1194

awesome-relation-extraction

📖 A curated list of awesome resources dedicated to Relation Extractio...

136 1192 1192

underthesea

Underthesea - Vietnamese NLP Toolkit

256 1182 1182

transformers_tasks

⭐️ NLP Algorithms with transformers lib. Supporting Text-Classificati...

256 1182 1182

Repo-2017

My first Python repo with codes in Machine Learning, NLP and Deep Lear...

695 1176 1176

hmtl

🌊HMTL: Hierarchical Multi-Task Learning - A State-of-the-Art neural n...

146 1176 1176

fastText_multilingual

Multilingual word vectors in 78 languages

125 1173 1173

ktrain

ktrain is a Python library that makes deep learning and AI more access...

265 1150 1150

Deep-Learning-Experiments

Videos, notes and experiments to understand deep learning

767 1142 1142

bpemb

Pre-trained subword embeddings in 275 languages, based on Byte-Pair En...

93 1136 1136

nltk_data

NLTK Data

958 1133 1133

KoBERT

Korean BERT pre-trained cased (KoBERT)

346 1133 1133

projects

🪐 End-to-end NLP workflows from prototype to production

450 1121 1121

datumbox-framework

Datumbox is an open-source Machine Learning framework written in Java...

290 1087 1087

awesome-transformer-nlp

A curated list of NLP resources focused on Transformer networks, atten...

130 1082 1082

nlp-library

curated collection of papers for the nlp practitioner 📖👩‍🔬

91 1074 1074

docspell

Assist in organizing your piles of documents, resulting from scanners,...

83 1074 1074

nlp-in-practice

Starter code to solve real world text data problems. Includes: Gensim...

778 1070 1070

contextualized-topic-models

A python package to run contextualized topic modeling. CTMs combine co...

134 1067 1067

xmnlp

xmnlp：提供中文分词, 词性标注, 命名体识别，情感分析，文本纠错，文本转...

183 1066 1066

PPLM

Plug and Play Language Model implementation. Allows to steer topic and...

187 1064 1064

natasha

Solves basic Russian NLP tasks, API for lower level Natasha projects

95 1063 1063

zemberek-nlp

NLP tools for Turkish.

207 1061 1061

AutoGPTQ

An easy-to-use LLMs quantization package with user-friendly apis, base...

111 1061 1061

PyTorchText

1st Place Solution for Zhihu Machine Learning Challenge . Implementati...

368 1059 1059

learn-nlp-with-transformers

we want to create a repo to illustrate usage of transformers in chines...

221 1055 1055

nlp-with-ruby

Curated List: Practical Natural Language Processing done in Ruby

70 1053 1053

nlp

:memo: This repository recorded my NLP journey.

323 1052 1052

languagemodels

Explore large language models on any computer with 512MB of RAM

74 1031 1031

Awesome-Chinese-LLM

整理开源的中文大语言模型，以规模较小、可私有化部署、训练成本较低的模型...

107 1028 1028

wink-nlp

Developer friendly Natural Language Processing ✨

54 1008 1008

basaran

Basaran is an open-source alternative to the OpenAI text completion AP...

55 1006 1006

tutorials

AI-related tutorials. Access any of them for free → https://towardsai....

364 1005 1005

KGQA-Based-On-medicine

基于医药知识图谱的智能问答系统

277 998 998

bigscience

Central place for the engineering/scaling WG: documentation, SLURM scr...

100 990 990