Top 1176 natural-language-processing open source projects

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

CLaF: Open-Source Clova Language Framework

中文分词 词性标注 命名实体识别 依存句法分析 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁 自然语言处理

Neural Models for Conversational AI

Korean HateSpeech Dataset

The Natural Language Decathlon: A Multitask Challenge for NLP

Cornell NLVR and NLVR2 are natural language grounding datasets. Each example shows a visual input and a sentence describing it, and is annotated with the truth-value of the sentence.

Tool for interactive embeddings visualization

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

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

It understands your voice commands, searches news and knowledge sources, and summarizes and reads out content to you.

Sentiment analysis library for russian language

A large-scale statistical machine translation system written in Java.

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）．

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

Word Embeddings for Information Retrieval

Jupyter Notebooks with Deep Learning Tutorials

Korean spellchecking dictionary for Hunspell

The project surveys 16+ Natural Language Processing (NLP) research papers that propose novel Deep Neural Network Models for Text Classification, based on Convolutional Neural Networks (CNN) and Recurrent Neural Networks (RNN). It also implements each of the models using Tensorflow and Keras.

Builds wordpiece(subword) vocabulary compatible for Google Research's BERT

深度有趣

DGMs for NLP. A roadmap.

NeuralQA: A Usable Library for Question Answering on Large Datasets with BERT

A list of Indonesian NLP resources.

Global-Locally Self-Attentive Dialogue State Tracker

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

Test your HN title against a neural network

Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow. This is part of the CASL project: http://casl-project.ai/

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.

a sklearn wrapper for Google's BERT model

This repository contains various ways to calculate sentence vector similarity using NLP models

A dialogue bot for information access

top 1% solution to toxic comment classification challenge on Kaggle.

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.

Default English stopword lists from many different sources

Cookiecutter API for creating Custom Skills for Azure Search using Python and Docker

My completed implementation solutions for CS224N 2019

Entity linking framework

fastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation.

R package providing annotators and a normalized data model for natural language processing

Web scrapping and related analytics using Python tools

Julia Implementation of Transformer models

A blog which talks about machine learning, deep learning algorithms and the Math. and Machine learning algorithms written from scratch.

Attention-based multimodal fusion for sentiment analysis

🚪✊Knock Knock: Get notified when your training ends with only two additional lines of code

State of the Art Natural Language Processing

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

A privacy preserving NLP framework

❤️Emotional First Aid Dataset, 心理咨询问答、聊天机器人语料库

Vietnamese NLP Toolkit for Node

A frame-semantic parsing system based on a softmax-margin SegRNN.

Collection of stats, modeling, and data science tools in Python and R.

Simple State-of-the-Art BERT-Based Sentence Classification with Keras / TensorFlow 2. Built with HuggingFace's Transformers.

Data and software for building the ACL Anthology.

Text vectorization tool to outperform TFIDF for classification tasks

⚡️A Lightweight NLP Data Loader for All Deep Learning Frameworks in Python

It is a question-generator model. It takes text and an answer as input and outputs a question.

🐍 Turkish Language Stemmer for Python

Amacımız Türkçe NLP literatüründeki birçok farklı sorunu bir arada çözebilen, eşsiz yaklaşımlar öne süren ve literatürdeki çalışmaların eksiklerini gideren open source bir yazım destekleyicisi/denetleyicisi oluşturmak. Kullanıcıların yazdıkları metinlerdeki yazım yanlışlarını derin öğrenme yaklaşımıyla çözüp aynı zamanda metinlerde anlamsal analizi de gerçekleştirerek bu bağlamda ortaya çıkan yanlışları da fark edip düzeltebilmek.

A news recommendation system tailored for user communities