Awesome Open Source
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The Top 55 Nlu Open Source Projects
Categories
>
Machine Learning
>
Nlu
Rasa
⭐
11,191
💬 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
⭐
9,152
🤖 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
⭐
5,471
Natural Language Processing Best Practices & Examples
Nlp.js
⭐
4,309
An NLP library for building bots, with entity extraction, sentiment analysis, automatic language identify, and so more
Snips Nlu
⭐
3,479
Snips Python library to extract meaning from text
Nlp Architect
⭐
2,643
A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks
Gluon Nlp
⭐
2,263
NLP made easy
Clue
⭐
1,813
中文语言理解基准测评 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard
Delta
⭐
1,404
DELTA is a deep learning based natural language and speech processing platform.
Duckling_old
⭐
1,333
Deprecated in favor of https://github.com/facebook/duckling
Botsharp
⭐
1,126
The Open Source AI Chatbot Platform Builder in 100% C# Running in .NET Core with Machine Learning algorithm.
Chatbot_cn
⭐
813
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
⭐
803
Rasa UI is a frontend for the Rasa Framework
Tc Bot
⭐
731
User Simulation for Task-Completion Dialogues
Chatito
⭐
689
🎯🗯 Generate datasets for AI chatbots, NLP tasks, named entity recognition or text classification models using a simple DSL!
Opsdroid
⭐
572
🤖 An open source chat-ops bot framework
Articulate
⭐
536
A platform for building conversational interfaces with intelligent agents (chatbots)
Resin
⭐
531
Hardware-accelerated vector-based search engine. Available as a HTTP service or as an embedded library.
Chat
⭐
526
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
Dialogflow Javascript Client
⭐
417
JavaScript Web SDK for Dialogflow
Botlibre
⭐
415
An open platform for artificial intelligence, chat bots, virtual agents, social media automation, and live chat automation.
Clause
⭐
333
🏇 聊天机器人,自然语言理解,语义理解
Snips Nlu Rs
⭐
317
Snips NLU rust implementation
Oie Resources
⭐
290
A curated list of Open Information Extraction (OIE) resources: papers, code, data, etc.
Deep Learning Nlp Rl Papers
⭐
288
Recent Deep Learning papers in NLU and RL
Nlu_sim
⭐
288
all kinds of baseline models for sentence similarity 句子对语义相似度模型
Rnn For Joint Nlu
⭐
282
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
⭐
271
A collection of resources to make a smart speaker
Wren
⭐
261
Wren enables users to discover and explore daily news stories 🗞️📻 📺
Articutapi
⭐
259
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。
Rasa_nlu_gq
⭐
257
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)
Awesome Pretrained Chinese Nlp Models
⭐
247
Awesome Pretrained Chinese NLP Models,高质量中文预训练模型集合
Homo
⭐
238
An open source natural interaction system based on offline wake-up, natural language understanding and sentiment analysis
Chatette
⭐
212
A powerful dataset generator for Rasa NLU, inspired by Chatito
Indonlu
⭐
210
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)
Sembert
⭐
206
Semantics-aware BERT for Language Understanding (AAAI 2020)
Rnn For Joint Nlu
⭐
177
Pytorch implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv.org/abs/1609.01454)
Ner Slot_filling
⭐
153
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
Botonic
⭐
152
Build chatbots and conversational experiences using React
Dialogflow Ruby Client
⭐
148
Ruby SDK for Dialogflow
Mlmodels
⭐
147
mlmodels : Machine Learning and Deep Learning Model ZOO for Pytorch, Tensorflow, Keras, Gluon models...
Semantic
⭐
146
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。
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
⭐
125
A curated list of NLP resources for Hungarian
Nlp Papers
⭐
113
Papers and Book to look at when starting NLP 📚
Spokestack Python
⭐
109
Spokestack is a library that allows a user to easily incorporate a voice interface into any Python application.
Chinese_nlu_by_using_rasa_nlu
⭐
100
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
Tracy
⭐
92
A simple and easy to use trainer to generate Rasa/Snips NLU datasets
Spark Nlp Models
⭐
88
Models and Pipelines for the Spark NLP library
Atis_dataset
⭐
84
The ATIS (Airline Travel Information System) Dataset
Cherubnlp
⭐
72
Natural Language Processing in .NET Core
Easynlu
⭐
58
Simple embedded NLU for mobile apps
Pytlas
⭐
34
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)
1-55 of 55 projects
Advertising
📦 10
All Projects
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
Games
📦 129
Graphics
📦 110
Hardware
📦 152
Integrated Development Environments
📦 49
Learning Resources
📦 166
Legal
📦 29
Libraries
📦 129
Lists Of Projects
📦 22
Machine Learning
📦 347
Mapping
📦 64
Marketing
📦 15
Mathematics
📦 55
Media
📦 239
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