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The Top 378 Natural Language Understanding Open Source Projects

Categories > Machine Learning > Natural Language Understanding
Bert ⭐ 32,085
TensorFlow code and pre-trained models for BERT
dependent packages 11total releases 5most recent commit 12 days agopypi bert-tensorflow} Downloads
Nlp Recipes ⭐ 5,996
Natural Language Processing Best Practices & Examples
most recent commit a month ago
Tokenizers ⭐ 5,900
💥 Fast State-of-the-Art Tokenizers optimized for Research and Production
dependent packages 131total releases 72most recent commit 4 days agopypi tokenizers} Downloads
Gluon Nlp ⭐ 2,390
NLP made easy
dependent packages 11total releases 26most recent commit 6 months agopypi gluonnlp} Downloads
Opencog ⭐ 2,183
A framework for integrated Artificial Intelligence & Artificial General Intelligence (AGI)
most recent commit 2 months ago
Mt Dnn ⭐ 2,029
Multi-Task Deep Neural Networks for Natural Language Understanding
most recent commit 3 days ago
Openprompt ⭐ 1,900
An Open-Source Framework for Prompt-Learning.
total releases 5most recent commit 7 days ago
Sling ⭐ 1,873
SLING - A natural language frame semantics parser
most recent commit 2 years ago
Spacy Transformers ⭐ 1,144
🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy
dependent packages 6total releases 4most recent commit a month ago
Conv Emotion ⭐ 944
This repo contains implementation of different architectures for emotion recognition in conversations.
most recent commit 3 months ago
Otto ⭐ 910
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
most recent commit 8 months ago
This Word Does Not Exist ⭐ 910
This Word Does Not Exist
most recent commit 9 months ago
Deberta ⭐ 900
The implementation of DeBERTa
total releases 13most recent commit 6 months ago
Insuranceqa Corpus Zh ⭐ 897
🚁 保险行业语料库，聊天机器人
total releases 8most recent commit 4 months ago
Practical Nlp Code ⭐ 883
Official Repository for Code associated with 'Practical Natural Language Processing' book by O'Reilly Media
most recent commit 3 days ago
Speech Emotion Analyzer ⭐ 876
The neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)
most recent commit 2 years ago
Autonlp ⭐ 677
🤗 AutoNLP: train state-of-the-art natural language processing models and deploy them in a scalable environment automatically
total releases 34most recent commit 8 months ago
Nlu ⭐ 559
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.
most recent commit 6 days ago
Rhino ⭐ 492
On-device speech-to-intent engine powered by deep learning
dependent packages 3total releases 19most recent commit 5 days agopypi pvrhino} Downloads
Botlibre ⭐ 492
An open platform for artificial intelligence, chat bots, virtual agents, social media automation, and live chat automation.
most recent commit 4 days ago
Cogcomp Nlp ⭐ 448
CogComp's Natural Language Processing Libraries and Demos: Modules include lemmatizer, ner, pos, prep-srl, quantifier, question type, relation-extraction, similarity, temporal normalizer, tokenizer, transliteration, verb-sense, and more.
most recent commit 3 months ago
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
total releases 73most recent commit 2 years ago
Seqgan ⭐ 441
A simplified PyTorch implementation of "SeqGAN: Sequence Generative Adversarial Nets with Policy Gradient." (Yu, Lantao, et al.)
most recent commit 4 years ago
Graphbrain ⭐ 440
Language, Knowledge, Cognition
total releases 18most recent commit 25 days ago
Oie Resources ⭐ 428
A curated list of Open Information Extraction (OIE) resources: papers, code, data, etc.
most recent commit 3 days ago
Catalyst ⭐ 400
🚀 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.
most recent commit 2 months ago
Tf Seq2seq ⭐ 388
Sequence to sequence learning using TensorFlow.
most recent commit 4 years ago
Articutapi ⭐ 371
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。
total releases 21most recent commit 15 days ago
Clause ⭐ 361
🏇 聊天机器人，自然语言理解，语义理解
most recent commit 10 months ago
Treasure Of Transformers ⭐ 345
💁 Awesome Treasure of Transformers Models for Natural Language processing contains papers, videos, blogs, official repo along with colab Notebooks. 🛫☑️
most recent commit 2 months ago
Awesome Nlg ⭐ 327
A curated list of resources dedicated to Natural Language Generation (NLG)
most recent commit 6 months ago
Ner ⭐ 312
Named Entity Recognition
most recent commit 3 months ago
Attention Mechanisms ⭐ 294
Implementations for a family of attention mechanisms, suitable for all kinds of natural language processing tasks and compatible with TensorFlow 2.0 and Keras.
most recent commit 9 months ago
Nlp Conference Compendium ⭐ 285
Compendium of the resources available from top NLP conferences.
most recent commit 3 years ago
Transfer Nlp ⭐ 281
NLP library designed for reproducible experimentation management
total releases 8most recent commit 2 years ago
Efaqa Corpus Zh ⭐ 274
❤️Emotional First Aid Dataset, 心理咨询问答、聊天机器人语料库
total releases 4most recent commit 4 months ago
Tod Bert ⭐ 241
Pre-Trained Models for ToD-BERT
most recent commit 5 months ago
Dialoglue ⭐ 227
DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue
most recent commit 15 days ago
Polyai Models ⭐ 195
Neural Models for Conversational AI
most recent commit 2 years ago
Blue_benchmark ⭐ 195
BLUE benchmark consists of five different biomedicine text-mining tasks with ten corpora.
most recent commit 8 months ago
Contrastive_learning_papers ⭐ 189
A list of contrastive Learning papers
most recent commit 5 months ago
Bert Chainer ⭐ 189
Chainer implementation of "BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding"
most recent commit 3 years ago
Chatbot ⭐ 179
Русскоязычный чатбот
most recent commit 2 months ago
Awesome Hungarian Nlp ⭐ 153
A curated list of NLP resources for Hungarian
most recent commit a month ago
Dialogflow Ruby Client ⭐ 148
Ruby SDK for Dialogflow
most recent commit 2 years ago
Kairon ⭐ 144
Tool suite built on RASA to train and deploy your chatbots using advanced NLP
most recent commit 3 days ago
Turkish Morphology ⭐ 143
A two-level morphological analyzer for Turkish.
total releases 8most recent commit 6 months ago
Nlp Natural Language Processing ⭐ 143
Projects and useful articles / links
most recent commit 3 months ago
Natural Language Understanding Nodejs ⭐ 125
🆕 Demo code for the Natural Language Understanding Service.
total releases 10most recent commit 8 months ago
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.
total releases 17most recent commit a year ago
Docee ⭐ 119
🕹️ A toolkit for document-level event extraction, containing some SOTA model implementations.
most recent commit 2 months ago
Deep Nlp Seminars ⭐ 115
Materials for deep NLP course
most recent commit 4 years ago
Sling ⭐ 113
SLING - A natural language frame semantics parser
most recent commit 14 hours ago
Xlnet_extension_tf ⭐ 112
XLNet Extension in TensorFlow
most recent commit a year ago
Chatbot Samples ⭐ 107
🤖 聊天机器人，对话模板
most recent commit 2 months ago
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)
most recent commit a year ago
Chars2vec ⭐ 105
Character-based word embeddings model based on RNN for handling real world texts
total releases 8most recent commit 3 years ago
Spark Nlp Models ⭐ 100
Models and Pipelines for the Spark NLP library
most recent commit a year ago
Awesome Vln ⭐ 92
A curated list of research papers in Vision-Language Navigation (VLN)
most recent commit a year ago
Label Studio Transformers ⭐ 85
Label data using HuggingFace's transformers and automatically get a prediction service
most recent commit a year ago
Intent_classifier ⭐ 84
most recent commit 4 years ago
Arch Data Science ⭐ 83
Archlinux PKGBUILDs for Data Science, Machine Learning, Deep Learning, NLP and Computer Vision
most recent commit 3 years ago
Mt Dnn ⭐ 82
Multi-Task Deep Neural Networks for Natural Language Understanding
most recent commit 2 years ago
Minie ⭐ 82
An open information extraction system that provides compact extractions
most recent commit 7 months ago
Coco Lm ⭐ 82
[NeurIPS 2021] COCO-LM: Correcting and Contrasting Text Sequences for Language Model Pretraining
most recent commit 3 months ago
Dialogue Understanding ⭐ 82
This repository contains PyTorch implementation for the baseline models from the paper Utterance-level Dialogue Understanding: An Empirical Study
most recent commit a year ago
Sepia Assist Server ⭐ 81
Core server of the SEPIA Framework responsible for NLU, conversation, smart-service integration, user-accounts and more.
most recent commit 2 days ago
Okd Reading List ⭐ 81
Papers for Open Knowledge Discovery
most recent commit 2 months ago
Dialog Nlu ⭐ 78
Tensorflow and Keras implementation of the state of the art researches in Dialog System NLU
most recent commit 2 years ago
Classy ⭐ 74
classy is a simple-to-use library for building high-performance Machine Learning models in NLP.
total releases 59most recent commit 14 days ago
Cikm Analyticup 2018 ⭐ 73
[ACM-CIKM] 2nd place solution at CIKM AnalytiCup 2018, a task for determining short text similarities.
most recent commit 3 years ago
Tta ⭐ 73
Repository for the paper "Fast and Accurate Deep Bidirectional Language Representations for Unsupervised Learning"
most recent commit 2 years ago
Deepaligned Clustering ⭐ 73
Discovering New Intents with Deep Aligned Clustering (AAAI 2021)
most recent commit 3 months ago
Easy Bert ⭐ 71
A Dead Simple BERT API for Python and Java (https://github.com/google-research/bert)
total releases 4most recent commit 3 years ago
Capsule Nlu ⭐ 71
Joint Slot Filling and Intent Detection via Capsule Neural Networks (ACL'19) https://arxiv.org/abs/1812.09471
most recent commit 3 years ago
Python Tutorial Notebooks ⭐ 68
Python tutorials as Jupyter Notebooks for NLP, ML, AI
most recent commit 5 months ago
Hbmp ⭐ 66
Sentence Embeddings in NLI with Iterative Refinement Encoders
most recent commit 3 years ago
Learn ⭐ 62
Neuro-symbolic interpretation learning (mostly just language-learning, for now)
most recent commit 21 hours ago
Dms ⭐ 62
Dynamic Multimodal Instance Segmentation Guided by Natural Language Queries, ECCV 2018
most recent commit 4 years ago
Node Synonyms ⭐ 61
🎡 中文近义词工具包，聊天机器人
dependent packages 1total releases 8most recent commit 2 years agonpm node-synonyms} Downloads
Reclor ⭐ 61
Code for "ReClor: A Reading Comprehension Dataset Requiring Logical Reasoning" (ICLR 2020)
most recent commit a month ago
Comparatively Finetuning Bert ⭐ 61
Comparatively fine-tuning pretrained BERT models on downstream, text classification tasks with different architectural configurations in PyTorch.
most recent commit 2 years ago
Natural Language Understanding Papers ⭐ 60
NLU: domain-intent-slot; text2SQL
most recent commit 2 years ago
Bidaf Keras ⭐ 60
Bidirectional Attention Flow for Machine Comprehension implemented in Keras 2
most recent commit 2 years ago
Hands On Python Natural Language Processing ⭐ 57
most recent commit 3 months ago
Coursera Natural Language Processing Specialization ⭐ 56
Programming assignments from all courses in the Coursera Natural Language Processing Specialization offered by deeplearning.ai.
most recent commit a year ago
Innatis ⭐ 53
A Rasa NLU component library
total releases 10most recent commit 3 years ago
Max Text Sentiment Classifier ⭐ 52
Detect the sentiment captured in short pieces of text
most recent commit 8 months ago
Convai Baseline ⭐ 51
ConvAI baseline solution
most recent commit 5 years ago
Discovery ⭐ 50
Mining Discourse Markers for Unsupervised Sentence Representation Learning
most recent commit 4 months ago
Spokestack Android ⭐ 49
Extensible Android mobile voice framework: wakeword, ASR, NLU, and TTS. Easily add voice to any Android app!
total releases 15most recent commit a year ago
Rasa_bot ⭐ 49
整理：基于Rasa-NLU和Rasa-Core的任务型ChatBot
most recent commit 4 years ago
Fmr ⭐ 48
Functional Meaning Representation and Semantic Parsing Framework
most recent commit 2 years ago
Glue Bert4keras ⭐ 47
基于bert4keras的GLUE基准代码
most recent commit 8 months ago
Wsdm Cup 2019 ⭐ 46
[ACM-WSDM] 3rd place solution at WSDM Cup 2019, Fake News Classification on Kaggle.
most recent commit 3 years ago
Convert ⭐ 46
Dual Encoders for State-of-the-art Natural Language Processing.
total releases 5most recent commit 2 months ago
Ai_chatbot_python ⭐ 46
AI ChatBot using Python Tensorflow and Natural Language Processing (NLP) along side TFLearn
most recent commit a year ago
Onto Lstm ⭐ 44
Keras implementation of ontology aware token embeddings
most recent commit 4 years ago
Itu Turkish Nlp Pipeline Caller ⭐ 44
A Python3 wrapper tool to help using ITU Turkish NLP Pipeline API -- UNMAINTAINED --
most recent commit 4 years ago
Max Toxic Comment Classifier ⭐ 43
Detect 6 types of toxicity in user comments.
most recent commit 7 months ago
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