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.

HSCRF-pytorch

ACL 2018: Hybrid semi-Markov CRF for Neural Sequence Labeling (http://...

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bert_distill

BERT distillation（基于BERT的蒸馏实验 ）

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nlp_newsletter

📰Natural language processing (NLP) newsletter

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sparsezoo

Neural network model repository for highly sparse and sparse-quantized...

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rebel

REBEL is a seq2seq model that simplifies Relation Extraction (EMNLP 20...

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prodigy-openai-recipes

✨ Bootstrap annotation with zero- & few-shot learning via OpenAI GPT-3

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textpipe

Textpipe: clean and extract metadata from text

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Chatette

A powerful dataset generator for Rasa NLU, inspired by Chatito

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news-emotion

📉 金融文本情感分析模型

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pyss3

A Python package implementing a new interpretable machine learning mod...

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rasa_nlu_gq

turn natural language into structured data(支持中文，自定义了N种模型，...

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BERT-of-Theseus

⛵️The official PyTorch implementation for "BERT-of-Theseus: Compressin...

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awesome-list-of-awesomes

A curated list of all the Awesome --Topic Name-- lists I've found till...

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XPretrain

Multi-modality pre-training

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simple-effective-text-matching-pytorch

A pytorch implementation of the ACL2019 paper "Simple and Effective Te...

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multi-criteria-cws

Simple Solution for Multi-Criteria Chinese Word Segmentation

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NER-pytorch

LSTM+CRF NER

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OpenUE

OpenUE是一个轻量级知识图谱抽取工具 (An Open Toolkit for Universal Ext...

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ark-nlp

A private nlp coding package, which quickly implements the SOTA soluti...

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insight

Repository for Project Insight: NLP as a Service

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deepsegment

A sentence segmenter that actually works!

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tensor_parallel

Automatically split your PyTorch models on multiple GPUs for training...

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pycantonese

Cantonese Linguistics and NLP

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komputation

Komputation is a neural network framework for the Java Virtual Machine...

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yargy

Rule-based facts extraction for Russian language

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COVID-19-NLP-vis

使用 flask + pyecharts 搭建的新冠肺炎疫情数据可视化交互分析网站平台，...

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cherche

📑 Neural Search

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rc-cnn-dailymail

CNN/Daily Mail Reading Comprehension Task

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transfer-nlp

NLP library designed for reproducible experimentation management

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nlp-data-augmentation

Data Augmentation for NLP. NLP数据增强

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cargo-spellcheck

Checks all your documentation for spelling and grammar mistakes with h...

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hanlp-lucene-plugin

HanLP中文分词Lucene插件，支持包括Solr在内的基于Lucene的系统

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text-classification

Machine Learning and NLP: Text Classification using python, scikit-lea...

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kss

Kss: A Toolkit for Korean sentence segmentation

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NSC

Neural Sentiment Classification

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awesome-nlprojects

List of projects related to Natural Language Processing (NLP) that mak...

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Text-Classification

自然语言处理项目，目标是对文本进行分类。

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languagecrunch

LanguageCrunch NLP server docker image

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Kiwi

Kiwi(지능형 한국어 형태소 분석기)

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similarities

Similarities: a toolkit for similarity calculation and semantic search...

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behemoth

Behemoth is an open source platform for large scale document analysis...

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RNNSharp

RNNSharp is a toolkit of deep recurrent neural network which is widely...

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pyate

PYthon Automated Term Extraction

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discopy

The Python toolkit for computing with string diagrams.

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multifit

The code to reproduce results from paper "MultiFiT: Efficient Multi-li...

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Customer-Chatbot

中文智能客服机器人demo，包含闲聊和专业问答2个部分，支持自定义组件（Chi...

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pixel

Research code for pixel-based encoders of language (PIXEL)

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lda

LDA topic modeling for node.js

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RasaTalk

A chatbot framework for Rasa NLU

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bert-sklearn

a sklearn wrapper for Google's BERT model

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