Top 85 nlu open source projects

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

✭ 2,768

python Jupyter Notebook perl javascript CSS Makefile deep-learning pytorch tensorflow nlp deeplearning nlu quantization transformers bert dynet

Homo

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

✭ 233

go docker grpc nlu

Chatette

A powerful dataset generator for Rasa NLU, inspired by Chatito

✭ 205

python cli nlp chatbot parsing nlu chatbots nlg

Indonlu

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)

✭ 198

python nlp benchmark datasets nlu

Awesome Pretrained Chinese Nlp Models

Awesome Pretrained Chinese NLP Models，高质量中文预训练模型集合

✭ 195

nlp chinese pretrained-models nlu nlg

Sembert

Semantics-aware BERT for Language Understanding (AAAI 2020)

✭ 194

python nlu

Rnn For Joint Nlu

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

✭ 176

jupyter-notebook lstm rnn attention nlu encoder-decoder intent

Ner Slot filling

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

✭ 151

python nlp ner nlu crf

Dialogflow Ruby Client

Ruby SDK for Dialogflow

✭ 148

ruby nlp natural-language-processing sdk natural-language-understanding nlu

Zzz Retired openstt

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

✭ 146

nlp speech-recognition speech-to-text voice nlp-machine-learning nlu speech-processing

Mlmodels

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

✭ 145

python jupyter-notebook deep-learning machine-learning pytorch tensorflow computer-vision nlp keras automl sklearn hyperparameter-optimization nlu gluon

Botonic

Build chatbots and conversational experiences using React

✭ 144

javascript typescript react nlp cms bots bot-framework nlu chatbots conversational-ui watson

Semantic

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。

✭ 144

python nlp nlu

Clue

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

✭ 2,425

python Jupyter Notebook shell pytorch tensorflow dataset benchmark chinese language-model pretrained-models nlu corpus glue transformers albert bert roberta chineseglue

Rasa

💬 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

Awesome Hungarian Nlp

A curated list of NLP resources for Hungarian

✭ 121

awesome awesome-list nlp natural-language-processing parser dataset named-entity-recognition text-mining information-retrieval natural-language-understanding nlu corpus information-extraction

Nlp Papers

Papers and Book to look at when starting NLP 📚

✭ 111

deep-learning nlp natural-language-processing book paper sentiment-analysis starter ner nlu qa summarization pos nlg

Delta

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

Spokestack Python

Spokestack is a library that allows a user to easily incorporate a voice interface into any Python application.

✭ 103

python deep-learning machine-learning tensorflow nlp bot natural-language-processing raspberry-pi neural-networks embedded speech-recognition text-to-speech speech-to-text tts speech-synthesis natural-language-understanding nlu smart-home voice-recognition

Chinese nlu by using rasa nlu

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)

✭ 99

python natural-language-processing natural-language-understanding nlu chinese-nlp

Botfuel Dialog

Botfuel SDK to build highly conversational chatbots

✭ 96

html nodejs nlp node bot natural-language-processing chatbot node-js bot-framework nlu chatbots chatbot-framework

Duckling old

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

✭ 1,332

clojure nlp parser nlu

Tracy

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

✭ 92

vue nlu

Botpress

🤖 Dev tools to reliably understand text and automate conversations. Built-in NLU. Connect & deploy on any messaging channel (Slack, MS Teams, website, Telegram, etc).

Spark Nlp Models

Models and Pipelines for the Spark NLP library

✭ 88

jupyter-notebook deep-learning machine-learning nlp natural-language-processing spark natural-language-understanding nlu

Atis dataset

The ATIS (Airline Travel Information System) Dataset

✭ 81

python dataset datasets nlu dialogue-systems

Cherubnlp

Natural Language Processing in .NET Core

✭ 71

machine-learning nlp nlu

Botsharp

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

✭ 1,103

nlp automation natural-language-processing artificial-intelligence chatbot nlu chatbot-framework

Easynlu

Simple embedded NLU for mobile apps

✭ 57

java android nlp chatbot nlu

Pytlas

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

✭ 34

python bot ai privacy chatbot self-hosted nlu assistant

Crosslingual Nlu

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

✭ 20

python natural-language-understanding nlu multilingual

Rasa Ui

Rasa UI is a frontend for the Rasa Framework

✭ 796

javascript nodejs angular nlp nlp-machine-learning nlu

Chatbot cn

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

✭ 791

deep-learning tensorflow reinforcement-learning text-classification sentiment-analysis attention-mechanism knowledge-graph ner nlu dialogue-systems nlg

Tc Bot

User Simulation for Task-Completion Dialogues

✭ 733

nlu end-to-end nlg

Chatito

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

✭ 678

typescript nlp dataset chatbot text-classification named-entity-recognition nlu chatbots nlg

Nlp Recipes

Natural Language Processing Best Practices & Examples

✭ 5,783

python c deep-learning machine-learning nlp natural-language-processing best-practices text-classification text pretrained-models natural-language-understanding nlu natural-language natural-language-inference sota transfomer nli azure-ml mlflow

Opsdroid

🤖 An open source chat-ops bot framework

✭ 563

python python3 hacktoberfest devops asyncio bot-framework nlu chatops

Articulate

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

✭ 534

javascript react nlp chatbot nlu

Resin

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

✭ 529

machine-learning search search-engine information-retrieval nlu

Chat

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

✭ 516

python python3 machine-learning database nlp natural-language-processing algorithm graph chat chatbot question-answering neo4j natural-language-understanding nlu qa context

Nlp.js

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

✭ 4,670

javascript hacktoberfest nodejs nlp bot natural-language-processing chatbot sentiment-analysis bots nlu classifier entity-extraction conversational-ai

Dialogflow Javascript Client

JavaScript Web SDK for Dialogflow

✭ 416

javascript typescript nlp natural-language-processing sdk nlu

Botlibre

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

✭ 412

javascript java android ios nlp bot natural-language-processing wordpress artificial-intelligence sdk chatbot bots natural-language-understanding nlu natural-language

Snips Nlu

Snips Python library to extract meaning from text

✭ 3,583

python machine-learning nlp bot chatbot ml text-classification named-entity-recognition ner nlu information-extraction machine-learning-library snips slot-filling intent-classification intent-parser

Clause

🏇 聊天机器人，自然语言理解，语义理解

✭ 323

cplusplus machine-learning nlp bot natural-language-processing chatbot natural-language-understanding nlu

Snips Nlu Rs

Snips NLU rust implementation

✭ 315

rust inference nlu

Deep Learning Nlp Rl Papers

Recent Deep Learning papers in NLU and RL

✭ 288

python deep-learning natural-language-processing reinforcement-learning nlu

Nlu sim

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

✭ 286

python word2vec question-answering nlu qa questions-and-answers

Oie Resources

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

✭ 283

nlp data-science natural-language-processing ai dataset big-data papers natural-language-understanding datascience relation-extraction nlu information-extraction

Rnn For Joint Nlu

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

✭ 281

jupyter-notebook tensorflow seq2seq nlu sequence-labeling

Make A Smart Speaker

A collection of resources to make a smart speaker

✭ 268

tts nlu

Wren

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

✭ 261

python nlu chatbots

Rasa nlu gq

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)