The Top 58 Nlu Open Source Projects

Awesome Open Source

Awesome Open Source

Combined Topics

Advertising 📦 10

Application Programming Interfaces 📦 124

Applications 📦 192

Artificial Intelligence 📦 78

Blockchain 📦 73

Build Tools 📦 113

Cloud Computing 📦 80

Code Quality 📦 28

Collaboration 📦 32

Command Line Interface 📦 49

Community 📦 83

Companies 📦 60

Compilers 📦 63

Computer Science 📦 80

Configuration Management 📦 42

Content Management 📦 175

Control Flow 📦 213

Data Formats 📦 78

Data Processing 📦 276

Data Storage 📦 135

Economics 📦 64

Frameworks 📦 215

Graphics 📦 110

Hardware 📦 152

Integrated Development Environments 📦 49

Learning Resources 📦 166

Libraries 📦 129

Lists Of Projects 📦 22

Machine Learning 📦 347

Mapping 📦 64

Marketing 📦 15

Mathematics 📦 55

Messaging 📦 98

Networking 📦 315

Operating Systems 📦 89

Operations 📦 121

Package Managers 📦 55

Programming Languages 📦 245

Runtime Environments 📦 100

Science 📦 42

Security 📦 396

Social Media 📦 27

Software Architecture 📦 72

Software Development 📦 72

Software Performance 📦 58

Software Quality 📦 133

Text Editors 📦 49

Text Processing 📦 136

User Interface 📦 330

User Interface Components 📦 514

Version Control 📦 30

Virtualization 📦 71

Web Browsers 📦 42

Web Servers 📦 26

Web User Interface 📦 210

The Top 58 Nlu Open Source Projects

Categories > Machine Learning > Nlu

Rasa ⭐ 11,748

💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants

Botpress ⭐ 9,293

🤖 The Conversational Platform with built-in language understanding (NLU), beautiful graphical interface and Dialog Manager (DM). Easily create chatbots and AI-based virtual assistants.

Nlp Recipes ⭐ 5,604

Natural Language Processing Best Practices & Examples

Nlp.js ⭐ 4,485

An NLP library for building bots, with entity extraction, sentiment analysis, automatic language identify, and so more

Snips Nlu ⭐ 3,529

Snips Python library to extract meaning from text

Nlp Architect ⭐ 2,705

A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks

Gluon Nlp ⭐ 2,306

中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard

Delta ⭐ 1,437

DELTA is a deep learning based natural language and speech processing platform.

Duckling_old ⭐ 1,328

Deprecated in favor of https://github.com/facebook/duckling

Botsharp ⭐ 1,175

The Open Source AI Chatbot Platform Builder in 100% C# Running in .NET Core with Machine Learning algorithm.

Chatbot_cn ⭐ 877

基于金融-司法领域(兼有闲聊性质)的聊天机器人，其中的主要模块有信息抽取、NLU、NLG、知识图谱等，并且利用Django整合了前端展示,目前已经封装了nlp和kg的restful接口

Rasa Ui ⭐ 816

Rasa UI is a frontend for the Rasa Framework

User Simulation for Task-Completion Dialogues

Chatito ⭐ 703

🎯🗯 Generate datasets for AI chatbots, NLP tasks, named entity recognition or text classification models using a simple DSL!

Opsdroid ⭐ 588

🤖 An open source chat-ops bot framework

Articulate ⭐ 553

A platform for building conversational interfaces with intelligent agents (chatbots)

基于自然语言理解与机器学习的聊天机器人，支持多用户并发及自定义多轮对话

Hardware-accelerated vector similarity search engine. Available as a HTTP service or as an embedded library.

Botlibre ⭐ 432

An open platform for artificial intelligence, chat bots, virtual agents, social media automation, and live chat automation.

Dialogflow Javascript Client ⭐ 417

JavaScript Web SDK for Dialogflow

🏇 聊天机器人，自然语言理解，语义理解

Articutapi ⭐ 331

API of Articut 中文斷詞 (兼具語意詞性標記)：「斷詞」又稱「分詞」，是中文資訊處理的基礎。Articut 不用機器學習，不需資料模型，只用現代白話中文語法規則，即能達到 SIGHAN 2005 F1-measure 94% 以上，Recall 96% 以上的成績。

Oie Resources ⭐ 318

A curated list of Open Information Extraction (OIE) resources: papers, code, data, etc.

Snips Nlu Rs ⭐ 316

Snips NLU rust implementation

1 line for thousands of State of The Art NLP models in hundreds of languages The fastest and most accurate way to solve text problems.

Nlu_sim ⭐ 288

all kinds of baseline models for sentence similarity 句子对语义相似度模型

Deep Learning Nlp Rl Papers ⭐ 287

Recent Deep Learning papers in NLU and RL

Rnn For Joint Nlu ⭐ 284

Tensorflow implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv.org/abs/1609.01454)

Make A Smart Speaker ⭐ 279

A collection of resources to make a smart speaker

Rasa_nlu_gq ⭐ 268

turn natural language into structured data(支持中文，自定义了N种模型，支持不同的场景和任务)

Wren enables users to discover and explore daily news stories 🗞️📻 📺

Parrot_paraphraser ⭐ 252

A practical and feature-rich paraphrasing framework to augment human intents in text form to build robust NLU models for conversational engines. Created by Prithiviraj Damodaran. Open to pull requests and other forms of collaboration.

An open source natural interaction system based on offline wake-up, natural language understanding and sentiment analysis

💬 Open source conversational platform to power conversations with an open source Live Chat, Messengers like Facebook Messenger, WhatsApp and more - 💎 UI from Inbox to dashboards - 🤖 Integrations to Conversational AI / NLP tools and standard enterprise software - ⚡ APIs, WebSocket, Webhook - 🔧 Create any conversational experience

Indonlu ⭐ 228

The first-ever vast natural language processing benchmark for Indonesian Language. We provide multiple downstream tasks, pre-trained IndoBERT models, and a starter code! (AACL-IJCNLP 2020)

Chatette ⭐ 227

A powerful dataset generator for Rasa NLU, inspired by Chatito

Sembert ⭐ 224

Semantics-aware BERT for Language Understanding (AAAI 2020)

pen.el is a package for prompt engineering in emacs. It facilitates the creation, ongoing development, discovery and usage of prompts to a language model such as OpenAI's GPT-3 or EleutherAI's GPT-j.

Rnn For Joint Nlu ⭐ 180

Pytorch implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv.org/abs/1609.01454)

Botonic ⭐ 175

Build chatbots and conversational experiences using React

Ner Slot_filling ⭐ 159

中文自然语言的实体抽取和意图识别（Natural Language Understanding），可选Bi-LSTM + CRF 或者 IDCNN + CRF

Semantic ⭐ 150

语义理解/口语理解，项目包含有词法分析：中文分词、词性标注、命名实体识别；口语理解：领域分类、槽填充、意图识别。

Mlmodels ⭐ 150

mlmodels : Machine Learning and Deep Learning Model ZOO for Pytorch, Tensorflow, Keras, Gluon models...

Dialogflow Ruby Client ⭐ 149

Ruby SDK for Dialogflow

Zzz Retired__openstt ⭐ 145

RETIRED - OpenSTT is now retired. If you would like more information on Mycroft AI's open source STT projects, please visit:

Awesome Hungarian Nlp ⭐ 131

A curated list of NLP resources for Hungarian

Nlp Papers ⭐ 127

Papers and Book to look at when starting NLP 📚

Spokestack Python ⭐ 115

Spokestack is a library that allows a user to easily incorporate a voice interface into any Python application with a focus on embedded systems.

Chinese_nlu_by_using_rasa_nlu ⭐ 104

使用 RASA NLU 来构建中文自然语言理解系统（NLU）| Use RASA NLU to build a Chinese Natural Language Understanding System (NLU)

Botfuel Dialog ⭐ 96

Botfuel SDK to build highly conversational chatbots

Spark Nlp Models ⭐ 95

Models and Pipelines for the Spark NLP library

A simple and easy to use trainer to generate Rasa/Snips NLU datasets

Atis_dataset ⭐ 90

The ATIS (Airline Travel Information System) Dataset

Cherubnlp ⭐ 82

Natural Language Processing in .NET Core

Simple embedded NLU for mobile apps

An open-source 🤖💬 Python 3 assistant library built for people and made to be super easy to setup and understand

Crosslingual Nlu ⭐ 21

Zero-shot Cross-lingual Task-Oriented Dialogue Systems (EMNLP 2019)

1-58 of 58 projects

Advertising 📦 10

Application Programming Interfaces 📦 124

Applications 📦 192

Artificial Intelligence 📦 78

Blockchain 📦 73

Build Tools 📦 113

Cloud Computing 📦 80

Code Quality 📦 28

Collaboration 📦 32

Command Line Interface 📦 49

Community 📦 83

Companies 📦 60

Compilers 📦 63

Computer Science 📦 80

Configuration Management 📦 42

Content Management 📦 175

Control Flow 📦 213

Data Formats 📦 78

Data Processing 📦 276

Data Storage 📦 135

Economics 📦 64

Frameworks 📦 215

Graphics 📦 110

Hardware 📦 152

Integrated Development Environments 📦 49

Learning Resources 📦 166

Libraries 📦 129

Lists Of Projects 📦 22

Machine Learning 📦 347

Mapping 📦 64

Marketing 📦 15

Mathematics 📦 55

Messaging 📦 98

Networking 📦 315

Operating Systems 📦 89

Operations 📦 121

Package Managers 📦 55

Programming Languages 📦 245

Runtime Environments 📦 100

Science 📦 42

Security 📦 396

Social Media 📦 27

Software Architecture 📦 72

Software Development 📦 72

Software Performance 📦 58

Software Quality 📦 133

Text Editors 📦 49

Text Processing 📦 136

User Interface 📦 330

User Interface Components 📦 514

Version Control 📦 30

Virtualization 📦 71

Web Browsers 📦 42

Web Servers 📦 26

Web User Interface 📦 210