Awesome Open Source
Awesome Open Source
Combined Topics
natural-language-understanding x
Advertising 📦 9
All Projects
Application Programming Interfaces 📦 120
Applications 📦 181
Artificial Intelligence 📦 72
Blockchain 📦 70
Build Tools 📦 111
Cloud Computing 📦 79
Code Quality 📦 28
Collaboration 📦 30
Command Line Interface 📦 48
Community 📦 81
Companies 📦 60
Compilers 📦 60
Computer Science 📦 74
Configuration Management 📦 39
Content Management 📦 167
Control Flow 📦 197
Data Formats 📦 77
Data Processing 📦 266
Data Storage 📦 132
Economics 📦 60
Frameworks 📦 198
Games 📦 122
Graphics 📦 103
Hardware 📦 148
Integrated Development Environments 📦 47
Learning Resources 📦 147
Legal 📦 28
Libraries 📦 119
Lists Of Projects 📦 21
Machine Learning 📦 336
Mapping 📦 61
Marketing 📦 15
Mathematics 📦 55
Media 📦 228
Messaging 📦 97
Networking 📦 304
Operating Systems 📦 84
Operations 📦 120
Package Managers 📦 52
Programming Languages 📦 229
Runtime Environments 📦 96
Science 📦 42
Security 📦 375
Social Media 📦 26
Software Architecture 📦 70
Software Development 📦 68
Software Performance 📦 57
Software Quality 📦 127
Text Editors 📦 45
Text Processing 📦 131
User Interface 📦 310
User Interface Components 📦 465
Version Control 📦 29
Virtualization 📦 68
Web Browsers 📦 38
Web Servers 📦 25
Web User Interface 📦 194

The Top 359 Natural Language Understanding Open Source Projects on Github

Categories > Machine Learning > Natural Language Understanding
Transformers ⭐ 55,094
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
Bert ⭐ 29,074
TensorFlow code and pre-trained models for BERT
Bert As Service ⭐ 9,360
Mapping a variable-length sentence to a fixed-length vector using BERT model
Nlp Recipes ⭐ 5,653
Natural Language Processing Best Practices & Examples
Tokenizers ⭐ 5,053
💥 Fast State-of-the-Art Tokenizers optimized for Research and Production
Gluon Nlp ⭐ 2,346
NLP made easy
Opencog ⭐ 2,122
A framework for integrated Artificial Intelligence & Artificial General Intelligence (AGI)
Sling ⭐ 1,873
SLING - A natural language frame semantics parser
Mt Dnn ⭐ 1,846
Multi-Task Deep Neural Networks for Natural Language Understanding
Spacy Transformers ⭐ 1,061
🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy
Openprompt ⭐ 914
An Open-Source Framework for Prompt-Learning.
This Word Does Not Exist ⭐ 908
This Word Does Not Exist
Otto ⭐ 885
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 ⭐ 843
🚁 保险行业语料库，聊天机器人
Deberta ⭐ 782
The implementation of DeBERTa
Conv Emotion ⭐ 721
This repo contains implementation of different architectures for emotion recognition in conversations.
Autonlp ⭐ 639
🤗 AutoNLP: train state-of-the-art natural language processing models and deploy them in a scalable environment automatically
Speech Emotion Analyzer ⭐ 633
The neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)
Practical Nlp Code ⭐ 617
Official Repository for 'Practical Natural Language Processing' by O'Reilly Media
Rhino ⭐ 454
On-device speech-to-intent engine powered by deep learning
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
Seqgan ⭐ 441
A simplified PyTorch implementation of "SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient." (Yu, Lantao, et al.)
Nlu ⭐ 390
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.
Tf Seq2seq ⭐ 388
Sequence to sequence learning using TensorFlow.
Graphbrain ⭐ 386
Language, Knowledge, Cognition
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。
Catalyst ⭐ 329
🚀 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 ⭐ 293
A curated list of resources dedicated to Natural Language Generation (NLG)
Nlp Conference Compendium ⭐ 285
Compendium of the resources available from top NLP conferences.
Transfer Nlp ⭐ 281
NLP library designed for reproducible experimentation management
Ner ⭐ 276
Named Entity Recognition
Polyai Models ⭐ 195
Neural Models for Conversational AI
Tod Bert ⭐ 194
Pre-Trained Models for ToD-BERT
Bert Chainer ⭐ 189
Chainer implementation of "BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding"
Arxivnotes ⭐ 177
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）．
Chatbot ⭐ 151
Русскоязычный чатбот
Dialogflow Ruby Client ⭐ 148
Ruby SDK for Dialogflow
Dialoglue ⭐ 135
DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue
Awesome Hungarian Nlp ⭐ 135
A curated list of NLP resources for Hungarian
Turkish Morphology ⭐ 130
A two-level morphological analyzer for Turkish.
Contrastive_learning_papers ⭐ 128
A list of contrastive Learning papers
Efaqa Corpus Zh ⭐ 128
❤️Emotional First Aid Dataset, 心理咨询问答、聊天机器人语料库
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.
Natural Language Understanding Nodejs ⭐ 121
🆕 Demo code for the Natural Language Understanding Service.
Attention Mechanisms ⭐ 117
Implementations for a family of attention mechanisms, suitable for all kinds of natural language processing tasks and compatible with TensorFlow 2.0 and Keras.
Xlnet_extension_tf ⭐ 112
XLNet Extension in TensorFlow
Deep Nlp Seminars ⭐ 109
Materials for deep NLP course
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)
Chars2vec ⭐ 105
Character-based word embeddings model based on RNN for handling real world texts
Blue_benchmark ⭐ 102
BLUE benchmark consists of five different biomedicine text-mining tasks with ten corpora.
Spark Nlp Models ⭐ 100
Models and Pipelines for the Spark NLP library
Kairon ⭐ 94
Tool suite built on RASA to train and deploy your chatbots using advanced NLP
Awesome Vln ⭐ 92
A curated list of research papers in Vision-Language Navigation (VLN)
Chatbot Samples ⭐ 87
🤖 聊天机器人，对话模板
Sling ⭐ 86
SLING - A natural language frame semantics parser
Label Studio Transformers ⭐ 85
Label data using HuggingFace's transformers and automatically get a prediction service
Arch Data Science ⭐ 83
Archlinux PKGBUILDs for Data Science, Machine Learning, Deep Learning, NLP and Computer Vision
Dialogue Understanding ⭐ 82
This repository contains PyTorch implementation for the baseline models from the paper Utterance-level Dialogue Understanding: An Empirical Study
Mt Dnn ⭐ 82
Multi-Task Deep Neural Networks for Natural Language Understanding
Intent_classifier ⭐ 81
Dialog Nlu ⭐ 78
Tensorflow and Keras implementation of the state of the art researches in Dialog System NLU
Tta ⭐ 73
Repository for the paper "Fast and Accurate Deep Bidirectional Language Representations for Unsupervised Learning"
Cikm Analyticup 2018 ⭐ 73
[ACM-CIKM] 2nd place solution at CIKM AnalytiCup 2018, a task for determining short text similarities.
Nlp Natural Language Processing ⭐ 73
Projects and useful articles / links
Easy Bert ⭐ 71
A Dead Simple BERT API for Python and Java (https://github.com/google-research/bert)
Capsule Nlu ⭐ 71
Joint Slot Filling and Intent Detection via Capsule Neural Networks (ACL'19) https://arxiv.org/abs/1812.09471
Hbmp ⭐ 66
Sentence Embeddings in NLI with Iterative Refinement Encoders
Dms ⭐ 62
Dynamic Multimodal Instance Segmentation Guided by Natural Language Queries, ECCV 2018
Python Tutorial Notebooks ⭐ 62
Python tutorials as Jupyter Notebooks for NLP, ML, AI
Comparatively Finetuning Bert ⭐ 61
Comparatively fine-tuning pretrained BERT models on downstream, text classification tasks with different architectural configurations in PyTorch.
Node Synonyms ⭐ 61
🎡 中文近义词工具包，聊天机器人
Natural Language Understanding Papers ⭐ 60
NLU: domain-intent-slot; text2SQL
Bidaf Keras ⭐ 60
Bidirectional Attention Flow for Machine Comprehension implemented in Keras 2
Coursera Natural Language Processing Specialization ⭐ 56
Programming assignments from all courses in the Coursera Natural Language Processing Specialization offered by deeplearning.ai.
Okd Reading List ⭐ 56
Papers for Open Knowledge Discovery
Innatis ⭐ 53
A Rasa NLU component library
Classy ⭐ 52
classy is a simple-to-use library for building high-performance Machine Learning models in NLP.
Convai Baseline ⭐ 50
ConvAI baseline solution
Spokestack Android ⭐ 49
Extensible Android mobile voice framework: wakeword, ASR, NLU, and TTS. Easily add voice to any Android app!
Rasa_bot ⭐ 49
整理：基于Rasa-NLU和Rasa-Core的任务型ChatBot
Fmr ⭐ 48
Functional Meaning Representation and Semantic Parsing Framework
Wsdm Cup 2019 ⭐ 46
[ACM-WSDM] 3rd place solution at WSDM Cup 2019, Fake News Classification on Kaggle.
Onto Lstm ⭐ 44
Keras implementation of ontology aware token embeddings
Max Text Sentiment Classifier ⭐ 43
Detect the sentiment captured in short pieces of text
Chalet ⭐ 42
Cornell House Agent Learning Environment
Minie ⭐ 42
An open information extraction system that provides compact extractions
Blocks ⭐ 41
Blocks World -- Simulator, Code, and Models (Misra et al. EMNLP 2017)
Deepaligned Clustering ⭐ 40
Discovering New Intents with Deep Aligned Clustering (AAAI 2021)
Toefl Qa ⭐ 39
A question answering dataset for machine comprehension of spoken content
Cs224n_learning_note ⭐ 39
Stanford cs224n. 斯坦福2019最新cs224n学习资料 个人学习笔记和解读以及作业解答。 http://web.stanford.edu/class/cs224n/
Learn ⭐ 39
Neuro-symbolic interpretation learning (mostly just language-learning, for now)
Reading_comprehension_tf ⭐ 36
Machine Reading Comprehension in Tensorflow
Itu Turkish Nlp Pipeline Caller ⭐ 36
A Python3 wrapper tool to help using ITU Turkish NLP Pipeline API -- UNMAINTAINED --
Discovery ⭐ 36
Mining Discourse Markers for Unsupervised Sentence Representation Learning
Gobert ⭐ 36
Go Bindings for BERT NLP Models
Gsoc2018 3gm ⭐ 35
💫 Automated codification of Greek Legislation with NLP
Kortok ⭐ 33
The code and models for "An Empirical Study of Tokenization Strategies for Various Korean NLP Tasks" (AACL-IJCNLP 2020)
1-100 of 359 projects

Related Projects

Python Natural Language Understanding Projects (183)
Nlp Natural Language Understanding Projects (133)
Advertising 📦 9
All Projects
Application Programming Interfaces 📦 120
Applications 📦 181
Artificial Intelligence 📦 72
Blockchain 📦 70
Build Tools 📦 111
Cloud Computing 📦 79
Code Quality 📦 28
Collaboration 📦 30
Command Line Interface 📦 48
Community 📦 81
Companies 📦 60
Compilers 📦 60
Computer Science 📦 74
Configuration Management 📦 39
Content Management 📦 167
Control Flow 📦 197
Data Formats 📦 77
Data Processing 📦 266
Data Storage 📦 132
Economics 📦 60
Frameworks 📦 198
Games 📦 122
Graphics 📦 103
Hardware 📦 148
Integrated Development Environments 📦 47
Learning Resources 📦 147
Legal 📦 28
Libraries 📦 119
Lists Of Projects 📦 21
Machine Learning 📦 336
Mapping 📦 61
Marketing 📦 15
Mathematics 📦 55
Media 📦 228
Messaging 📦 97
Networking 📦 304
Operating Systems 📦 84
Operations 📦 120
Package Managers 📦 52
Programming Languages 📦 229
Runtime Environments 📦 96
Science 📦 42
Security 📦 375
Social Media 📦 26
Software Architecture 📦 70
Software Development 📦 68
Software Performance 📦 57
Software Quality 📦 127
Text Editors 📦 45
Text Processing 📦 131
User Interface 📦 310
User Interface Components 📦 465
Version Control 📦 29
Virtualization 📦 68
Web Browsers 📦 38
Web Servers 📦 25
Web User Interface 📦 194
Privacy policy
"GitHub" is a registered trademark of GitHub, Inc. Awesome Open Source is not affiliated with GitHub.

All non readme contents or Github based topics or project metadata copyright Awesome Open Source 2018-2021