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The Top 282 Nlu Open Source Projects on Github
Categories
>
Machine Learning
>
Nlu
Rasa
⭐
13,087
💬 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
⭐
9,454
🤖 Dev tools to reliably understand text and automate conversations. Built-in NLU. Connect & deploy on any messaging channel (Slack, MS Teams, website, Telegram, etc).
Nlp Recipes
⭐
5,653
Natural Language Processing Best Practices & Examples
Nlp.js
⭐
4,640
An NLP library for building bots, with entity extraction, sentiment analysis, automatic language identify, and so more
Snips Nlu
⭐
3,482
Snips Python library to extract meaning from text
Nlp Architect
⭐
2,729
A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks
Clue
⭐
2,343
中文语言理解测评基准 Chinese Language Understanding Evaluation Benchmark: datasets, baselines, pre-trained models, corpus and leaderboard
Gluon Nlp
⭐
2,334
NLP made easy
Delta
⭐
1,455
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
⭐
981
The Open Source AI Chatbot Platform Builder in 100% C# Running in .NET Core with Machine Learning algorithm.
Chatbot_cn
⭐
850
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
⭐
820
Rasa UI is a frontend for the Rasa Framework
Tc Bot
⭐
663
User Simulation for Task-Completion Dialogues
Opsdroid
⭐
626
🤖 An open source chat-ops bot framework
Chatito
⭐
571
🎯🗯 Generate datasets for AI chatbots, NLP tasks, named entity recognition or text classification models using a simple DSL!
Articulate
⭐
561
A platform for building conversational interfaces with intelligent agents (chatbots)
Resin
⭐
540
Hardware-accelerated vector database and search engine. Available as a HTTP service or as an embedded library.
Botlibre
⭐
453
An open platform for artificial intelligence, chat bots, virtual agents, social media automation, and live chat automation.
Chat
⭐
443
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
⭐
416
JavaScript Web SDK for Dialogflow
Nlu
⭐
373
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.
Clause
⭐
356
🏇 聊天机器人，自然语言理解，语义理解
Oie Resources
⭐
344
A curated list of Open Information Extraction (OIE) resources: papers, code, data, etc.
Articutapi
⭐
338
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。
Snips Nlu Rs
⭐
290
Snips NLU rust implementation
Deep Learning Nlp Rl Papers
⭐
286
Recent Deep Learning papers in NLU and RL
Pen.el
⭐
280
Pen.el stands for Prompt Engineering in emacs. It facilitates the creation, discovery and usage of prompts to language models. Pen supports OpenAI, EleutherAI, Aleph-Alpha, HuggingFace and others. It's the engine for the LookingGlass imaginary web browser.
Rnn For Joint Nlu
⭐
275
Tensorflow implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv.org/abs/1609.01454)
Nlu_sim
⭐
271
all kinds of baseline models for sentence similarity 句子对语义相似度模型
Wren
⭐
258
Wren enables users to discover and explore daily news stories 🗞️📻 📺
Airy
⭐
256
💬 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
Homo
⭐
245
An open source natural interaction system based on offline wake-up, natural language understanding and sentiment analysis
Parrot_paraphraser
⭐
244
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.
Indonlu
⭐
221
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
⭐
220
A powerful dataset generator for Rasa NLU, inspired by Chatito
Botonic
⭐
219
Build chatbots and conversational experiences using React
Make A Smart Speaker
⭐
214
A collection of resources to make a smart speaker
Sembert
⭐
214
Semantics-aware BERT for Language Understanding (AAAI 2020)
Rasa_nlu_gq
⭐
211
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)
Rnn For Joint Nlu
⭐
165
Pytorch implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv.org/abs/1609.01454)
Dialogflow Ruby Client
⭐
148
Ruby SDK for Dialogflow
Zzz Retired__openstt
⭐
146
RETIRED - OpenSTT is now retired. If you would like more information on Mycroft AI's open source STT projects, please visit:
Parsbert
⭐
141
🤗 ParsBERT: Transformer-based Model for Persian Language Understanding
Awesome Hungarian Nlp
⭐
135
A curated list of NLP resources for Hungarian
Spokestack Python
⭐
124
Spokestack is a library that allows a user to easily incorporate a voice interface into any Python application with a focus on embedded systems.
Semantic
⭐
123
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。
Nlp Papers
⭐
115
Papers and Book to look at when starting NLP 📚
Ner Slot_filling
⭐
113
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
Wit Go
⭐
108
Go client for wit.ai HTTP API
Chinese_nlu_by_using_rasa_nlu
⭐
106
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)
Fountain
⭐
105
Natural Language Data Augmentation Tool for Conversational Systems
Spark Nlp Models
⭐
100
Models and Pipelines for the Spark NLP library
Dialogflow Fulfillment Webhook Php
⭐
95
Dialogflow agent fulfillment PHP library supporting v1 & v2
Botfuel Dialog
⭐
94
Botfuel SDK to build highly conversational chatbots
Kairon
⭐
94
Tool suite built on RASA to train and deploy your chatbots using advanced NLP
Tracy
⭐
88
A simple and easy to use trainer to generate Rasa/Snips NLU datasets
Cherubnlp
⭐
82
Natural Language Processing in .NET Core
Dialog Nlu
⭐
78
Tensorflow and Keras implementation of the state of the art researches in Dialog System NLU
Rasa_milktea_chatbot
⭐
71
Chatbot with bert chinese model, base on rasa framework（中文聊天机器人，结合bert意图分析，基于rasa框架）
Graph Nlu
⭐
70
Graph NLU is a natural language understanding tool that leverages the power of graph databases
Sepia Docs
⭐
69
Documentation and Wiki for SEPIA. Please post your questions and bug-reports here in the issues section! Thank you :-)
Virtual Assistant
⭐
60
Virtual Assistant
Atis_dataset
⭐
60
The ATIS (Airline Travel Information System) Dataset
Innatis
⭐
53
A Rasa NLU component library
Easynlu
⭐
52
Simple embedded NLU for mobile apps
Snips Nlu Ontology
⭐
52
Ontology of Snips NLU
Clofus Chatbot
⭐
52
Clofus® Chat bot Platform using rasa core and rasa nlu similar to rasa x but opensource demo https://clofus.github.io/clofus-chatbot/
Gap Text2sql
⭐
51
GAP-text2SQL: Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training
Nlp Dialogue
⭐
49
A full-process dialogue system that can be deployed online
Spokestack Android
⭐
49
Extensible Android mobile voice framework: wakeword, ASR, NLU, and TTS. Easily add voice to any Android app!
Opensnips
⭐
43
Open source projects related to Snips https://snips.ai/.
Coach
⭐
42
Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling (ACL-2020)
Xbot
⭐
40
Task-oriented Chatbot
Dualug
⭐
40
The implementation of the papers on dual learning of natural language understanding and generation. (ACL2019,2020; Findings of EMNLP 2020)
Gdpr Fingerprint Pii
⭐
39
Use Watson Natural Language Understanding and Watson Knowledge Studio to fingerprint personal data from unstructured documents
Converse
⭐
38
Conversational text Analysis using various NLP techniques
React Native Spokestack
⭐
38
Spokestack: give your React Native app a voice interface!
Alter Nlu
⭐
37
Natural language understanding library for chatbots with intent recognition and entity extraction.
Expando
⭐
35
A simple syntax for defining the NLU model for a conversational interface.
Nlu
⭐
33
The GeniSys NLU Engine includes a combination of a custom trained DNN (Deep Learning Neural Network) built using TFLearn for intent classification, and a custom trained MITIE model for entity classification.
Rasahost
⭐
33
ui and host for Rasa Nlu and Rasa Core
Bert_spacy_rasa
⭐
31
Tutorial for BERT (and other transformer) embeddings with spaCy and Rasa
Pytlas
⭐
31
An open-source 🤖💬 Python 3 assistant library built for people and made to be super easy to setup and understand
Watson Document Classifier
⭐
29
Augment IBM Watson Natural Language Understanding APIs with a configurable mechanism for text classification, uses Watson Studio.
Mongolian Text Classification
⭐
29
Cyrillic Mongolian text classification with tensorflow 2, and also some fine-tuning on TugsTugi's Mongolian BERT model and other NLP experiments are included.
Nlu.devops
⭐
29
Tools supporting continuous integration and deployment for NLU services.
Sden Pytorch
⭐
28
Pytorch Implementation of "Sequential Dialogue Context Modeling for Spoken Language Understanding( https://arxiv.org/abs/1705.03455 )"
Tagtog Doc
⭐
26
📖 Documentation for 🍃tagtog: The Text Annotation Tool to Train AI
Rasa Chatbot
⭐
25
Sample chatbot with rasa stack
Watson Document Co Relation
⭐
24
Correlate text content across documents using Watson NLU, Python NLTK and Watson Studio.
Chatbot
⭐
24
基于语义理解、知识图谱的聊天机器人
Opennlu
⭐
23
OpenNLU (Natural Language Understanding) is a tool for intent classification and entity extraction.
Android Voice Demo
⭐
23
Example on how to build a voice-enabled Android app with Wit.ai
Putput
⭐
21
Generate labeled data for chatbots 🤖💬🤖
Crosslingual Nlu
⭐
18
Zero-shot Cross-lingual Task-Oriented Dialogue Systems (EMNLP 2019)
Chatbot_rasa
⭐
18
Chatbot_CN项目中的Chatbot_rasa模块
Dfcx Scrapi
⭐
17
A high level scripting API for bot builders, developers, and maintainers.
Sen Making And Explanation
⭐
16
For <Does It Make Sense? And Why? A Pilot Study for Sense Making and Explanation>. Accepted by ACL2019
Nlu_benchmark_dataset
⭐
16
自然语言理解 基准测试 数据集 | Benchmark datasets for Natural Language Understanding (NLU)
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📦 81
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📦 60
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📦 74
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📦 167
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📦 197
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📦 266
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📦 132
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📦 60
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📦 198
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📦 122
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📦 97
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