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The Top 74 Natural Language Understanding Open Source Projects

Categories > Machine Learning > Natural Language Understanding
Transformers ⭐ 48,897
🤗 Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.
Bert ⭐ 28,623
TensorFlow code and pre-trained models for BERT
Bert As Service ⭐ 9,428
Mapping a variable-length sentence to a fixed-length vector using BERT model
Ludwig ⭐ 7,802
Ludwig is a toolbox that allows to train and evaluate deep learning models without the need to write code.
Nlp Recipes ⭐ 5,604
Natural Language Processing Best Practices & Examples
Tokenizers ⭐ 4,708
💥 Fast State-of-the-Art Tokenizers optimized for Research and Production
Gluon Nlp ⭐ 2,306
NLP made easy
Opencog ⭐ 2,097
A framework for integrated Artificial Intelligence & Artificial General Intelligence (AGI)
Sling ⭐ 1,883
SLING - A natural language frame semantics parser
Mt Dnn ⭐ 1,761
Multi-Task Deep Neural Networks for Natural Language Understanding
Spacy Transformers ⭐ 994
🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy
Otto ⭐ 901
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 ⭐ 852
🚁 保险行业语料库，聊天机器人
Speech Emotion Analyzer ⭐ 715
The neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)
Conv Emotion ⭐ 709
This repo contains implementation of different architectures for emotion recognition in conversations.
Deberta ⭐ 685
The implementation of DeBERTa
This Word Does Not Exist ⭐ 662
This Word Does Not Exist
Autonlp ⭐ 616
🤗 AutoNLP: train state-of-the-art natural language processing models and deploy them in a scalable environment automatically
Practical Nlp ⭐ 557
Official Repository for 'Practical Natural Language Processing' by O'Reilly Media
Chat ⭐ 538
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 ⭐ 521
A simplified PyTorch implementation of "SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient." (Yu, Lantao, et al.)
Rhino ⭐ 439
On-device speech-to-intent engine powered by deep learning
Botlibre ⭐ 432
An open platform for artificial intelligence, chat bots, virtual agents, social media automation, and live chat automation.
Tf Seq2seq ⭐ 387
Sequence to sequence learning using TensorFlow.
Nlp Conference Compendium ⭐ 375
Compendium of the resources available from top NLP conferences.
Clause ⭐ 349
🏇 聊天机器人，自然语言理解，语义理解
Graphbrain ⭐ 336
Language, Knowledge, Cognition
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.
Nlu ⭐ 310
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.
Ner ⭐ 295
Named Entity Recognition
Transfer Nlp ⭐ 287
NLP library designed for reproducible experimentation management
Catalyst ⭐ 278
🚀 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 ⭐ 257
A curated list of resources dedicated to Natural Language Generation (NLG)
Attention Mechanisms ⭐ 237
Implementations for a family of attention mechanisms, suitable for all kinds of natural language processing tasks and compatible with TensorFlow 2.0 and Keras.
Natural Language Processing Specialization ⭐ 231
This repo contains my coursework, assignments, and Slides for Natural Language Processing Specialization by deeplearning.ai on Coursera
Efaqa Corpus Zh ⭐ 214
❤️Emotional First Aid Dataset, 心理咨询问答、聊天机器人语料库
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 ⭐ 194
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）．
Tod Bert ⭐ 181
Pre-Trained Models for ToD-BERT
Blue_benchmark ⭐ 178
BLUE benchmark consists of five different biomedicine text-mining tasks with ten corpora.
Dialogflow Ruby Client ⭐ 149
Ruby SDK for Dialogflow
Dialoglue ⭐ 144
DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue
Chars2vec ⭐ 138
Character-based word embeddings model based on RNN for handling real world texts
Awesome Hungarian Nlp ⭐ 131
A curated list of NLP resources for Hungarian
Turkish Morphology ⭐ 131
A two-level morphological analyzer for Turkish.
Happy Transformer ⭐ 130
A package built on top of Hugging Face's transformers library that makes it easy to utilize state-of-the-art NLP models
Natural Language Understanding Nodejs ⭐ 120
🆕 Demo code for the Natural Language Understanding Service.
Chatbot ⭐ 119
Русскоязычный чатбот
Easy Bert ⭐ 117
A Dead Simple BERT API for Python and Java (https://github.com/google-research/bert)
Xlnet_extension_tf ⭐ 116
XLNet Extension in TensorFlow
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.
Deep Nlp Seminars ⭐ 114
Materials for deep NLP course
Capsule Nlu ⭐ 109
Joint Slot Filling and Intent Detection via Capsule Neural Networks (ACL'19) https://arxiv.org/abs/1812.09471
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)
Awesome Vln ⭐ 104
A curated list of research papers in Vision-Language Navigation (VLN)
Spark Nlp Models ⭐ 95
Models and Pipelines for the Spark NLP library
Mt Dnn ⭐ 94
Multi-Task Deep Neural Networks for Natural Language Understanding
Dialogue Understanding ⭐ 84
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
Coursera Natural Language Processing Specialization ⭐ 62
Programming assignments from all courses in the Coursera Natural Language Processing Specialization offered by deeplearning.ai.
Fmr ⭐ 60
Functional Meaning Representation and Semantic Parsing Framework
Python Tutorial Notebooks ⭐ 59
Python tutorials as Jupyter Notebooks for NLP, ML, AI
Convai Baseline ⭐ 49
ConvAI baseline solution
Blocks ⭐ 41
Blocks World -- Simulator, Code, and Models (Misra et al. EMNLP 2017)
Max Text Sentiment Classifier ⭐ 40
Detect the sentiment captured in short pieces of text
Reading_comprehension_tf ⭐ 38
Machine Reading Comprehension in Tensorflow
Gsoc2018 3gm ⭐ 36
💫 Automated codification of Greek Legislation with NLP
Ciff ⭐ 27
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)
Negochat_corpus ⭐ 5
Negochat Corpus - a dialogue corpus in the negotiation domain
1-74 of 74 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