Top 1910 nlp open source projects

✨Fast Coreference Resolution in spaCy with Neural Networks

✭ 2,453

python c perl shell machine-learning pytorch nlp neural-networks spacy coreference coreference-resolution spacy-pipeline spacy-extension

Thinc

🔮 A refreshing functional take on deep learning, compatible with your favorite libraries

✭ 2,422

python cython javascript Sass Cuda deep-learning machine-learning pytorch tensorflow nlp natural-language-processing artificial-intelligence functional-programming ai mxnet spacy machine-learning-library type-checking jax

Awesome Pretrained Chinese Nlp Models

Awesome Pretrained Chinese NLP Models，高质量中文预训练模型集合

✭ 195

nlp chinese pretrained-models nlu nlg

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（Chinese intelligent customer chatbot Demo, including the gossip and the professional Q&A(FAQ) , support for custom components！）

✭ 198

python nlp chatbot qa similarity

Claf

CLaF: Open-Source Clova Language Framework

✭ 196

python language pytorch framework nlp natural-language-processing

Polyai Models

Neural Models for Conversational AI

✭ 195

python machine-learning tensorflow nlp natural-language-processing natural-language-understanding

Flowqa

Implementation of conversational QA model: FlowQA (with slight improvement)

✭ 194

python pytorch nlp question-answering

Pyrouge

A Python wrapper for the ROUGE summarization evaluation package

✭ 192

python nlp summarization

Jfasttext

Java interface for fastText

✭ 193

java machine-learning nlp text-classification word-embeddings jni model-compression

Embeddings

Fast, DB Backed pretrained word embeddings for natural language processing.

✭ 192

python deep-learning nlp neural-network

Pyss3

A Python package implementing a new machine learning model for text classification with visualization tools for Explainable AI

✭ 191

python machine-learning nlp natural-language-processing artificial-intelligence text-classification data-mining machine-learning-algorithms text-mining interpretability

Displacy Ent

💥 displaCy-ent.js: An open-source named entity visualiser for the modern web

✭ 191

javascript css nlp visualization natural-language-processing spacy

Arxivnotes

IssuesにNLP（自然言語処理）に関連するの論文を読んだまとめを書いています．雑です．🚧 マークは編集中の論文です（事実上放置のものも多いです）．🍡 マークは概要のみ書いてます（早く見れる的な意味で団子）．

✭ 190

nlp natural-language-processing natural-language-understanding dialogue-systems summary

Germanwordembeddings

Toolkit to obtain and preprocess german corpora, train models using word2vec (gensim) and evaluate them with generated testsets

✭ 189

jupyter-notebook deep-learning nlp neural-network natural-language-processing deep-neural-networks word2vec model training evaluation word-embeddings gensim

Acl Papers

paper summary of Association for Computational Linguistics

✭ 189

nlp paper research acl summary

Sentimentanalysis

Sentiment analysis neural network trained by fine-tuning BERT, ALBERT, or DistilBERT on the Stanford Sentiment Treebank.

✭ 186

python machine-learning pytorch vuejs nlp flask transformer sentiment-analysis

Vec4ir

Word Embeddings for Information Retrieval

✭ 188

python nlp data-science natural-language-processing embeddings information-retrieval evaluation word-embeddings

Nlp learning

结合python一起学习自然语言处理 (nlp): 语言模型、HMM、PCFG、Word2vec、完形填空式阅读理解任务、朴素贝叶斯分类器、TFIDF、PCA、SVD

✭ 188

python python3 nlp word2vec language-model

Detoxify

Trained models & code to predict toxic comments on all 3 Jigsaw Toxic Comment Challenges. Built using ⚡ Pytorch Lightning and 🤗 Transformers.

✭ 188

python nlp kaggle-competition

Opencc4j

🇨🇳Open Chinese Convert is an opensource project for conversion between Traditional Chinese and Simplified Chinese.(java 中文繁简体转换)

✭ 187

java nlp chinese trie

Microsoft Student Partner Workshop Learning Materials Ai Nlp

This repository contains all codes and materials of the current session. It contains the required code on Natural Language Processing, Artificial intelligence.

✭ 187

jupyter-notebook nlp cloud ai microsoft peer-to-peer workshop

Virgilio

Virgilio is developed and maintained by these awesome people. You can email us virgilio.datascience (at) gmail.com or join the Discord chat.

Simple Effective Text Matching Pytorch

A pytorch implementation of the ACL2019 paper "Simple and Effective Text Matching with Richer Alignment Features".

✭ 184

python deep-learning pytorch nlp

Examples

Jina examples and demos to help you get started

✭ 185

python deep-learning nlp examples tutorials onboarding

Neologdn

Japanese text normalizer for mecab-neologd

✭ 185

python nlp japanese-language

Datastories Semeval2017 Task4

Deep-learning model presented in "DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis".

✭ 184

python deep-learning nlp keras neural-network twitter deeplearning lstm sentiment-analysis attention-mechanism attention nlp-machine-learning embeddings word-embeddings glove keras-models

Fairseq Gec

Source code for paper: Improving Grammatical Error Correction via Pre-Training a Copy-Augmented Architecture with Unlabeled Data

✭ 185

python grammar nlp

Texthero

Text preprocessing, representation and visualization from zero to hero.

✭ 2,407

python javascript CSS machine-learning nlp text-mining word-embeddings text-clustering text-visualization text-representation text-preprocessing nlp-pipeline texthero

Dkpro Core

Collection of software components for natural language processing (NLP) based on the Apache UIMA framework.

✭ 184

java nlp natural-language-processing

Triviaqa

Code for the TriviaQA reading comprehension dataset

✭ 184

python nlp question-answering

Hntitlenator

Test your HN title against a neural network

✭ 184

javascript nlp neural-network natural-language-processing nlp-machine-learning

Komoran

Korean Morphological Analyzer by shineware

✭ 183

java nlp morphological-analysis

Persian Ner

پیکره بزرگ شناسایی موجودیت‌های نامدار فارسی برچسب خورده

✭ 183

nlp named-entity-recognition ner persian

Cargo Spellcheck

Checks all your documentation for spelling and grammar mistakes with hunspell and a nlprule based checker for grammar

✭ 183

rust grammar hacktoberfest nlp cargo

Recurrent Convolutional Neural Network Text Classifier

My (slightly modified) Keras implementation of the Recurrent Convolutional Neural Network (RCNN) described here: http://www.aaai.org/ocs/index.php/AAAI/AAAI15/paper/view/9745.

✭ 182

python deep-learning nlp keras natural-language-processing classification

Kr Wordrank

비지도학습 방법으로 한국어 텍스트에서 단어/키워드를 자동으로 추출하는 라이브러리입니다

✭ 182

python nlp text-summarization

Bert Sklearn

a sklearn wrapper for Google's BERT model

✭ 182

jupyter-notebook pytorch nlp natural-language-processing scikit-learn named-entity-recognition transfer-learning ner language-model

R Net In Keras

Open R-NET implementation and detailed analysis: https://git.io/vd8dx

✭ 181

python deep-learning nlp keras squad

Nlp profiler

A simple NLP library allows profiling datasets with one or more text columns. When given a dataset and a column name containing text data, NLP Profiler will return either high-level insights or low-level/granular statistical information about the text in that column.

✭ 181

jupyter-notebook hacktoberfest nlp natural-language-processing jupyter profiler nlp-machine-learning text-mining profiling nlp-library

Stopwords

Default English stopword lists from many different sources

✭ 179

python nlp natural-language-processing

Thuctc

An Efficient Chinese Text Classifier

✭ 179

java nlp chinese-nlp

Practical Torchtext

A set of tutorials for torchtext

✭ 179

jupyter-notebook pytorch nlp

Eudex

A blazingly fast phonetic reduction/hashing algorithm.

✭ 178

rust nlp

Guri Vr

https://gurivr.com

✭ 177

javascript nlp vr virtual-reality webvr

Gsdmm

GSDMM: Short text clustering

✭ 175

python nlp clustering

2017 Ccf Bdci Aijudge

2017-CCF-BDCI-让AI当法官(初赛)：7th/415 (Top 1.68%)

✭ 177

jupyter-notebook nlp data-mining

Tensorflow Ml Nlp

텐서플로우와 머신러닝으로 시작하는 자연어처리(로지스틱회귀부터 트랜스포머 챗봇까지)

✭ 176

jupyter-notebook tensorflow nlp chatbot numpy pandas transformer seq2seq sklearn xgboost logistic-regression random-forest nltk similarity sentiment-classification

Kcws

Deep Learning Chinese Word Segment

✭ 2,061

C++python shell HTML deep-learning tensorflow nlp chinese-text-segmentation pos-tagger

Kashgari

Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.

✭ 2,235