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.

graph4nlp

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

198 1596 1596

magnitude

A fast, efficient universal vector embedding utility package.

115 1592 1592

Chinese-XLNet

Pre-Trained Chinese XLNet（中文XLNet预训练模型）

278 1575 1575

Recognizers-Text

Microsoft.Recognizers.Text provides recognition and resolution of numb...

423 1574 1574

Medical_NLP

Medical NLP Competition, dataset, large models, paper 医疗NLP领域...

342 1558 1558

deepsparse

Inference runtime offering GPU-class performance on CPUs and APIs to i...

95 1556 1556

pet

This repository contains the code for "Exploiting Cloze Questions for...

281 1553 1553

delta

DELTA is a deep learning based natural language and speech processing...

299 1551 1551

TigerBot

TigerBot: A multi-language multi-task LLM

150 1545 1545

Keras-TextClassification

中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Cla...

398 1541 1541

jiant

jiant is an nlp toolkit

287 1534 1534

deepdoctection

A Repo For Document AI

66 1528 1528

StudyBook

Study E-Book(ComputerVision DeepLearning MachineLearning Math NLP Pyth...

122 1523 1523

awesome-ai-ml-dl

Awesome Artificial Intelligence, Machine Learning and Deep Learning as...

362 1520 1520

bi-att-flow

Bi-directional Attention Flow (BiDAF) network is a multi-stage hierarc...

690 1515 1515

sense2vec

🦆 Contextually-keyed word vectors

239 1515 1515

nlp-lang

这个项目是一个基本包.封装了大多数nlp项目中常用工具

498 1499 1499

tensorflow-nlp

NLP and Text Generation Experiments in TensorFlow 2.x / 1.x

425 1487 1487

similarity

similarity: Text similarity calculation Toolkit for Java. 文本相似度计...

333 1486 1486

nlpcda

一键中文数据增强包； NLP数据增强、bert数据增强、EDA：pip install nlpc...

162 1478 1478

nlp_xiaojiang

自然语言处理（nlp），小姜机器人（闲聊检索式chatbot），BERT句向量-相似...

393 1473 1473

setfit

Efficient few-shot learning with Sentence Transformers

158 1468 1468

BotSharp

The Open Source Chatbot Framework in .NET

336 1466 1466

eda_nlp

Data augmentation for NLP, presented at EMNLP 2019

306 1455 1455

nlp_paper_summaries

✍️ A carefully curated list of NLP paper summaries

248 1453 1453

transformer-deploy

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

142 1452 1452

usaddress

:us: a python library for parsing unstructured United States address s...

289 1435 1435

Transformers-Recipe

🧠 A study guide to learn about Transformers

135 1430 1430

scispacy

A full spaCy pipeline and models for scientific/biomedical documents.

196 1428 1428

TextBrewer

A PyTorch-based knowledge distillation toolkit for natural language pr...

229 1428 1428

refinery

The data scientist's open-source choice to scale, assess and maintain...

70 1417 1417

QA-Survey-CN

北京航空航天大学大数据高精尖中心自然语言处理研究团队开展了智能问答的研...

240 1412 1412

vvedenie-mashinnoe-obuchenie

:memo: Подборка ресурсов по машинному обучению

332 1388 1388

Dragonfire

the open-source virtual assistant for Ubuntu based Linux distributions

214 1384 1384

paperai

📄 🤖 Semantic search and workflows for medical/scientific papers

105 1377 1377

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。

346 1373 1373

awesome-document-understanding

A curated list of resources for Document Understanding (DU) topic

159 1370 1370

spacy-models

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

293 1353 1353

entity-recognition-datasets

A collection of corpora for named entity recognition (NER) and entity...

236 1350 1350

MNBVC

MNBVC(Massive Never-ending BT Vast Chinese corpus)超大规模中文语料集。...

83 1347 1347

search-index

A persistent, network resilient, full text search library for the brow...

154 1344 1344

nlp-tutorial

A list of NLP(Natural Language Processing) tutorials

269 1343 1343

TurboTransformers

a fast and user-friendly runtime for transformer inference (Bert, Albe...

182 1341 1341

konlpy

Python package for Korean natural language processing.

338 1337 1337

transformers-interpret

Model explainability that works seamlessly with 🤗 transformers. Expla...

100 1325 1325

duckling_old

Deprecated in favor of https://github.com/facebook/duckling

224 1323 1323

bootcamp

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

477 1308 1308

tribuo

Tribuo - A Java machine learning library

178 1307 1307

scibert

A BERT model for scientific text.

202 1305 1305

TAADpapers

Must-read Papers on Textual Adversarial Attack and Defense

179 1305 1305