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.

long-range-arena

Long Range Arena for Benchmarking Efficient Transformers

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NLP_Quickbook

NLP in Python with Deep Learning

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Sentence-VAE

PyTorch Re-Implementation of "Generating Sentences from a Continuous S...

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awesome-open-data-centric-ai

Curated list of open source tooling for data-centric AI on unstructure...

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Awesome-Simultaneous-Translation

Paper list of simultaneous translation / streaming translation, includ...

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weixin_public_corpus

微信公众号语料库

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Macropodus

自然语言处理工具Macropodus，基于Albert+BiLSTM+CRF深度学习网络架构，中...

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attention-networks-for-classification

Hierarchical Attention Networks for Document Classification in PyTorch

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Building-a-Simple-Chatbot-in-Python-using-NLTK

Building a Simple Chatbot from Scratch in Python (using NLTK)

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datefinder

Find dates inside text using Python and get back datetime objects

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chat-bubble

Simple chatbot UI for the Web with JSON scripting 👋🤖🤙

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jieba-rs

The Jieba Chinese Word Segmentation Implemented in Rust

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xlnet-Pytorch

Simple XLNet implementation with Pytorch Wrapper

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text_mining_resources

Resources for learning about Text Mining and Natural Language Processi...

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nlp-paper

NLP Paper

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R-Net

Tensorflow Implementation of R-Net

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text2sql-data

A collection of datasets that pair questions with SQL queries.

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lite-transformer

[ICLR 2020] Lite Transformer with Long-Short Range Attention

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DensePhrases

ACL'2021: Learning Dense Representations of Phrases at Scale; EMNLP'20...

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neuspell

NeuSpell: A Neural Spelling Correction Toolkit

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DocProduct

Medical Q&A with Deep Language Models

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JamSpell

Modern spell checking library - accurate, fast, multi-language

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xgen

Salesforce open-source LLMs with 8k sequence length.

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voice-builder

An opensource text-to-speech (TTS) voice building tool

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stanford-openie-python

Stanford Open Information Extraction made simple!

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OpenHowNet

Core Data of HowNet and OpenHowNet Python API

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ML-paper-notes

:notebook: Notes and summaries of various ML, Computer Vision & NLP pa...

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ai-study

人工智能学习资料超全整理，包含机器学习基础ML、深度学习基础DL、计算机视...

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Transformers.jl

Julia Implementation of Transformer models

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vocabulary

[Not Maintained anymore] Python Module to get Meanings, Synonyms and w...

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pinferencia

Python + Inference - Model Deployment library in Python. Simplest mode...

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LMaaS-Papers

Awesome papers on Language-Model-as-a-Service (LMaaS)

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Sherlock

Natural-language event parser for Javascript

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tensorflow-nlp-tutorial

tensorflow를 사용하여 텍스트 전처리부터, Topic Models, BERT, GPT, LLM...

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japanese-pretrained-models

Code for producing Japanese pretrained models provided by rinna Co., L...

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QA

使用深度学习算法实现的中文问答系统

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awesome-nlp-sentiment-analysis

:book: 收集NLP领域相关的数据集、论文、开源实现，尤其是情感分析、情绪原...

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NLP_bahasa_resources

A Curated List of Dataset and Usable Library Resources for NLP in Baha...

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rebel

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

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happy-transformer

Happy Transformer makes it easy to fine-tune and perform inference wit...

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firefox-translations

Firefox Translations is a webextension that enables client side transl...

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Mengzi

Mengzi Pretrained Models

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m3tl

BERT for Multitask Learning

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tock

Tock, the open source conversational AI toolkit.

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Wordless

An Integrated Corpus Tool With Multilingual Support for the Study of L...

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nlp-notebook

NLP 领域常见任务的实现，包括新词发现、以及基于pytorch的词向量、中文文...

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chatglm.cpp

C++ implementation of ChatGLM-6B & ChatGLM2-6B

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headlines

Automatically generate headlines to short articles

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text_summurization_abstractive_methods

Multiple implementations for abstractive text summurization , using go...

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poplar

A web-based annotation tool for natural language processing (NLP)

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