franc - Natural language detection

•    Javascript

Detect the language of text.† - Based on the UDHR, the most translated document in the world.

opencog - A framework for integrated Artificial Intelligence & Artificial General Intelligence (AGI)

•    Scheme

OpenCog is a framework for developing AI systems, especially appropriate for integrative multi-algorithm systems, and artificial general intelligence systems. Though much work remains to be done, it currently contains a functional core framework, and a number of cognitive agents at varying levels of completion, some already displaying interesting and useful functionalities alone and in combination. With the exception of MOSES and the CogServer, all of the above are in active development, are half-baked, poorly documented, mis-designed, subject to experimentation, and generally in need of love an attention. This is where experimentation and integration are taking place, and, like any laboratory, things are a bit fluid and chaotic.

node-sdk - :comet: Node.js library to access IBM Watson services.

•    TypeScript

Node.js client library to use the Watson APIs. The examples folder has basic and advanced examples. The examples within each service assume that you already have service credentials.

Mycroft - an Artificial intelligence for everyone

•    Python

Mycroft is an Artificial intelligence for everyone. It uses open software to process natural language, determine your intent and take action. It can integrate a host of professional functions – Control scenes to conserve power, grant office access with your voice. It can control all of your media and devices with the sound of your voice. Adjust your thermostat, turn on your lights, water your lawn, play your favorite movie and lot more.

ludwig - Ludwig is a toolbox built on top of TensorFlow that allows to train and test deep learning models without the need to write code

•    Python

Ludwig is a toolbox built on top of TensorFlow that allows to train and test deep learning models without the need to write code. All you need to provide is a CSV file containing your data, a list of columns to use as inputs, and a list of columns to use as outputs, Ludwig will do the rest. Simple commands can be used to train models both locally and in a distributed way, and to use them to predict on new data.

text-analytics-with-python - Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer

•    Python

Derive useful insights from your data using Python. Learn the techniques related to natural language processing and text analytics, and gain the skills to know which technique is best suited to solve a particular problem. A structured and comprehensive approach is followed in this book so that readers with little or no experience do not find themselves overwhelmed. You will start with the basics of natural language and Python and move on to advanced analytical and machine learning concepts. You will look at each technique and algorithm with both a bird's eye view to understand how it can be used as well as with a microscopic view to understand the mathematical concepts and to implement them to solve your own problems.

Haystack - Build a natural language interface for your data

•    Python

Haystack is an end-to-end framework that enables you to build powerful and production-ready pipelines for different search use cases. Whether you want to perform Question Answering or semantic document search, you can use the State-of-the-Art NLP models in Haystack to provide unique search experiences and allow your users to query in natural language. Haystack is built in a modular fashion so that you can combine the best technology from other open-source projects like Huggingface's Transformers, Elasticsearch, or Milvus.

LanguageTool - Style and Grammar Checker for 25+ Languages

•    Java

LanguageTool is an Open Source proofreading software for English, French, German, Polish, Russian, and more than 20 other languages. It finds many errors that a simple spell checker cannot detect. Receive tips on how to improve your text (including punctuation advice etc.) while typing an e-mail, a blog post or just a simple tweet. Whatever language you're using, LanguageTool will automatically detect it and provide suggestions.

retext - natural language processor powered by plugins part of the @unifiedjs collective

•    Javascript

retext is a natural language processor powered by plugins part of the unified collective. retext is an ecosystem of plugins for processing natural language to do all kinds of things: check spelling, fix typography, or make sure text is readable.

when - A natural language date/time parser with pluggable rules

•    Go

Check EN and RU rules and tests for them, for more examples.Needed rule not found? Open an issue with the case and it will be added asap.

speakeasy - A simple natural language tool written for NodeJS

•    Javascript

The goal of this project is not to be the next final solution for natural language processing. There are plenty of other projects that do a significantly better job of this. SpeakEasy spawned out of another of my projects, Nodebot, as a method of processing user input to simulate the illusion of intelligence. SpeakEasy's goal is to provide a library for NodeJS to perform simple language processing actions that perform well for 70%-80% of all cases.

Rasa_NLU_Chi - Turn Chinese natural language into structured data 中文自然语言理解

•    Python

For training, please build the MITIE Wordrep Tool. Note that Chinese corpus should be tokenized first before feeding into the tool for training. Close-domain corpus that best matches user case works best. A trained model from Chinese Wikipedia Dump and Baidu Baike can be downloaded from 中文Blog.

ring - The Ring Programming Language

•    Ring

You can build Ring using CMake or using Scripts (Batch Files or Shell Scripts). The next steps explains building using scripts.

NTextCat

NTextCat is text classification utility. Primary target is language identification. So it helps you to recognize (identify) the language of text (or binary) snippet. Pure .net application (C#).

SpeakToMe

SpeakToMe is a natural language processor that works by tokenizing the input based on known concepts and then matches the token structure against a set of rules

vim-grammarous - A powerful grammar checker for Vim using LanguageTool.

•    Vim

vim-grammarous is a powerful grammar checker for Vim. Simply do :GrammarousCheck to see the powerful checking. This plugin automatically downloads LanguageTool, which requires Java 8+. This plugin can use job feature on Vim 8.0.27 (or later) or Neovim. It enables asynchronous command execution so you don't need to be blocked until the check has been done on Vim8+ or Neovim.

WikiSQL - A large annotated semantic parsing corpus for developing natural language interfaces.

•    HTML

A large crowd-sourced dataset for developing natural language interfaces for relational databases. WikiSQL is the dataset released along with our work Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning. Victor Zhong, Caiming Xiong, and Richard Socher. 2017. Seq2SQL: Generating Structured Queries from Natural Language using Reinforcement Learning.

cogcomp-nlp - CogComp's Natural Language Processing libraries and Demos:

•    Java

This project collects a number of core libraries for Natural Language Processing (NLP) developed by Cognitive Computation Group. Each library contains detailed readme and instructions on how to use it. In addition the javadoc of the whole project is available here.

retext-keywords - plugin to extract keywords and key-phrases

•    Javascript

retext plugin to extract keywords and key-phrases. This package is ESM only: Node 12+ is needed to use it and it must be imported instead of required.

parse-english - English (natural language) parser

•    Javascript

English language parser for retext producing NLCST nodes.parse-english exposes the same API as parse-latin.