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.

Chinese-ELECTRA

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

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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...

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projects

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

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spacy-transformers

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

172   1392   1392  

vvedenie-mashinnoe-obuchenie

:memo: Подборка ресурсов по машинному обучению

332   1388   1388  

Dragonfire

the open-source virtual assistant for Ubuntu based Linux distributions

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nlg-eval

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

225   1388   1388  

nlp-tutorial

A list of NLP(Natural Language Processing) tutorials

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paperai

📄 🤖 Semantic search and workflows for medical/scientific papers

105   1377   1377  

transformers-interpret

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

100   1364   1364  

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...

257   1361   1361  

MNBVC

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

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search-index

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

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TurboTransformers

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

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konlpy

Python package for Korean natural language processing.

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rpaframework

Collection of open-source libraries and tools for Robotic Process Auto...

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duckling_old

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

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tribuo

Tribuo - A Java machine learning library

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scibert

A BERT model for scientific text.

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tika-python

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

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obsei

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

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spacy-llm

🦙 Integrating LLMs into structured NLP pipelines

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basaran

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

80   1295   1295  

nlp_overview

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

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wink-nlp

Developer friendly Natural Language Processing ✨

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lingua-go

The most accurate natural language detection library for Go, suitable...

69   1269   1269  

gnes

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

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natasha

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

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textrank

TextRank implementation for Python 3.

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ktrain

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

266   1261   1261  

text_gcn

Graph Convolutional Networks for Text Classification. AAAI 2019

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opennlp

Apache OpenNLP

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detext

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

140   1248   1248  

zemberek-nlp

NLP tools for Turkish.

216   1241   1241  

one-pixel-attack-keras

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

213   1230   1230  

bpemb

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

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awesome-relation-extraction

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

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fastText_multilingual

Multilingual word vectors in 78 languages

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hmtl

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

147   1195   1195  

Repo-2017

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

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transformers_tasks

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

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nlp-in-practice

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

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PPLM

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

205   1150   1150  

Deep-Learning-Experiments

Videos, notes and experiments to understand deep learning

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KoBERT

Korean BERT pre-trained cased (KoBERT)

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question_generation

Neural question generation using transformers

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awesome-transformer-nlp

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

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datumbox-framework

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

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nlp-library

curated collection of papers for the nlp practitioner 📖👩‍🔬

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contextualized-topic-models

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

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