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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