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The Top 70 Natural Language Understanding Open Source Projects

Categories > Machine Learning > Natural Language Understanding
Transformers ⭐ 44,854
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
Bert ⭐ 27,682
TensorFlow code and pre-trained models for BERT
Bert As Service ⭐ 9,130
Mapping a variable-length sentence to a fixed-length vector using BERT model
Ludwig ⭐ 7,652
Ludwig is a toolbox that allows to train and evaluate deep learning models without the need to write code.
Nlp Recipes ⭐ 5,471
Natural Language Processing Best Practices & Examples
Tokenizers ⭐ 4,454
💥 Fast State-of-the-Art Tokenizers optimized for Research and Production
Gluon Nlp ⭐ 2,263
NLP made easy
Opencog ⭐ 2,062
A framework for integrated Artificial Intelligence & Artificial General Intelligence (AGI)
Sling ⭐ 1,877
SLING - A natural language frame semantics parser
Mt Dnn ⭐ 1,691
Multi-Task Deep Neural Networks for Natural Language Understanding
Spacy Transformers ⭐ 936
🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy
Otto ⭐ 897
Otto makes machine learning an intuitive, natural language experience. 🏆 Facebook AI Hackathon winner ⭐️ #1 Trending on MadeWithML.com ⭐️ #4 Trending JavaScript Project on GitHub ⭐️ #15 Trending (All Languages) on GitHub
Insuranceqa Corpus Zh ⭐ 840
🚁 保险行业语料库，聊天机器人
Conv Emotion ⭐ 668
This repo contains implementation of different architectures for emotion recognition in conversations.
Speech Emotion Analyzer ⭐ 664
The neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)
This Word Does Not Exist ⭐ 650
This Word Does Not Exist
Deberta ⭐ 602
The implementation of DeBERTa
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
Seqgan ⭐ 509
A simplified PyTorch implementation of "SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient." (Yu, Lantao, et al.)
Practical Nlp ⭐ 474
Official Repository for 'Practical Natural Language Processing' by O'Reilly Media
Botlibre ⭐ 415
An open platform for artificial intelligence, chat bots, virtual agents, social media automation, and live chat automation.
Rhino ⭐ 415
On-device speech-to-intent engine powered by deep learning
Tf Seq2seq ⭐ 389
Sequence to sequence learning using TensorFlow.
Autonlp ⭐ 377
🤗 AutoNLP: train state-of-the-art natural language processing models and deploy them in a scalable environment automatically
Nlp Conference Compendium ⭐ 357
Compendium of the resources available from top NLP conferences.
Clause ⭐ 333
🏇 聊天机器人，自然语言理解，语义理解
Graphbrain ⭐ 315
Language, Knowledge, Cognition
Ner ⭐ 290
Named Entity Recognition
Oie Resources ⭐ 290
A curated list of Open Information Extraction (OIE) resources: papers, code, data, etc.
Transfer Nlp ⭐ 287
NLP library designed for reproducible experimentation management
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。
Catalyst ⭐ 243
🚀 Catalyst is a C# Natural Language Processing library built for speed. Inspired by spaCy's design, it brings pre-trained models, out-of-the box support for training word and document embeddings, and flexible entity recognition models.
Awesome Nlg ⭐ 225
A curated list of resources dedicated to Natural Language Generation (NLG)
Attention Mechanisms ⭐ 214
Implementations for a family of attention mechanisms, suitable for all kinds of natural language processing tasks and compatible with TensorFlow 2.0 and Keras.
Bert Chainer ⭐ 204
Chainer implementation of "BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding"
Polyai Models ⭐ 195
Neural Models for Conversational AI
Arxivnotes ⭐ 192
IssuesにNLP（自然言語処理）に関連するの論文を読んだまとめを書いています．雑です．🚧 マークは編集中の論文です（事実上放置のものも多いです）．🍡 マークは概要のみ書いてます（早く見れる的な意味で団子）．
Efaqa Corpus Zh ⭐ 183
❤️Emotional First Aid Dataset, 心理咨询问答、聊天机器人语料库
Natural Language Processing Specialization ⭐ 178
This repo contains my coursework, assignments, and Slides for Natural Language Processing Specialization by deeplearning.ai on Coursera
Blue_benchmark ⭐ 167
BLUE benchmark consists of five different biomedicine text-mining tasks with ten corpora.
Dialogflow Ruby Client ⭐ 148
Ruby SDK for Dialogflow
Tod Bert ⭐ 146
Pre-Trained Models for ToD-BERT
Chars2vec ⭐ 132
Character-based word embeddings model based on RNN for handling real world texts
Dialoglue ⭐ 130
DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue
Awesome Hungarian Nlp ⭐ 125
A curated list of NLP resources for Hungarian
Turkish Morphology ⭐ 122
A two-level morphological analyzer for Turkish.
Natural Language Understanding Nodejs ⭐ 118
🆕 Demo code for the Natural Language Understanding Service.
Deep Nlp Seminars ⭐ 113
Materials for deep NLP course
Easy Bert ⭐ 111
A Dead Simple BERT API for Python and Java (https://github.com/google-research/bert)
Xlnet_extension_tf ⭐ 111
XLNet Extension in TensorFlow
Chatbot ⭐ 110
Русскоязычный чатбот
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)
Awesome Vln ⭐ 92
A curated list of research papers in Vision-Language Navigation (VLN)
Spark Nlp Models ⭐ 88
Models and Pipelines for the Spark NLP library
Mt Dnn ⭐ 80
Multi-Task Deep Neural Networks for Natural Language Understanding
Dialogue Understanding ⭐ 79
This repository contains PyTorch implementation for the baseline models from the paper Utterance-level Dialogue Understanding: An Empirical Study
Intent_classifier ⭐ 67
Bidaf Keras ⭐ 62
Bidirectional Attention Flow for Machine Comprehension implemented in Keras 2
Fmr ⭐ 58
Functional Meaning Representation and Semantic Parsing Framework
Python Tutorial Notebooks ⭐ 55
Python tutorials as Jupyter Notebooks for NLP, ML, AI
Convai Baseline ⭐ 49
ConvAI baseline solution
Coursera Natural Language Processing Specialization ⭐ 45
Programming assignments from all courses in the Coursera Natural Language Processing Specialization offered by deeplearning.ai.
Blocks ⭐ 40
Blocks World -- Simulator, Code, and Models (Misra et al. EMNLP 2017)
Reading_comprehension_tf ⭐ 37
Machine Reading Comprehension in Tensorflow
Max Text Sentiment Classifier ⭐ 37
Detect the sentiment captured in short pieces of text
Gsoc2018 3gm ⭐ 36
💫 Automated codification of Greek Legislation with NLP
Ciff ⭐ 23
Cornell Instruction Following Framework
Mongolian Bert ⭐ 21
Pre-trained Mongolian BERT models
Crosslingual Nlu ⭐ 21
Zero-shot Cross-lingual Task-Oriented Dialogue Systems (EMNLP 2019)
1-70 of 70 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