The Top 104 Question Answering Open Source Projects

Awesome Open Source

Awesome Open Source

Combined Topics

question-answering x

Advertising 📦 10

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

Graphics 📦 110

Hardware 📦 152

Integrated Development Environments 📦 49

Learning Resources 📦 166

Libraries 📦 129

Lists Of Projects 📦 22

Machine Learning 📦 347

Mapping 📦 64

Marketing 📦 15

Mathematics 📦 55

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

The Top 104 Question Answering Open Source Projects

Categories > Content Management > Question Answering

Nlp_chinese_corpus ⭐ 6,023

大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP

Deeppavlov ⭐ 5,123

An open source library for deep learning end-to-end dialog systems and chatbots.

Agriculture_knowledgegraph ⭐ 2,653

农业知识图谱(AgriKG)：农业领域的信息检索，命名实体识别，关系抽取，智能问答，辅助决策

Simpletransformers ⭐ 2,257

Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

FAQ-based Question Answering System

Haystack ⭐ 1,588

🔍 End-to-end Python framework for building natural language search interfaces to data. Leverages Transformers and the State-of-the-Art of NLP. Supports DPR, Elasticsearch, HuggingFace’s Modelhub, and much more!

Bi Att Flow ⭐ 1,444

Bi-directional Attention Flow (BiDAF) network is a multi-stage hierarchical process that represents context at different levels of granularity and uses a bi-directional attention flow mechanism to achieve a query-aware context representation without early summarization.

Neuronblocks ⭐ 1,360

NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego

Awesome & Marvelous Amas

Chinesenlp ⭐ 1,234

Datasets, SOTA results of every fields of Chinese NLP

🏡 Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.

Php Interview Best Practices In China ⭐ 1,135

📙 PHP 面试知识点汇总

Shift Ctrl F ⭐ 1,031

🔎 Search the information available on a webpage using natural language instead of an exact string match.

Bert_language_understanding ⭐ 939

Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN

Kg Demo For Movie ⭐ 891

从无到有构建一个电影知识图谱，并基于该KG，开发一个简易的KBQA程序。

Knowledge Graphs ⭐ 870

A collection of research on knowledge graphs

Self-contained Machine Learning and Natural Language Processing library in Go

Insuranceqa Corpus Zh ⭐ 838

🚁 保险行业语料库，聊天机器人

Awesome Neural Models For Semantic Match ⭐ 672

A curated list of papers dedicated to neural text (semantic) matching.

Awesome Qa ⭐ 606

😎 A curated list of the Question Answering (QA)

Qa Snake ⭐ 603

基于多搜索引擎和深度学习技术的自动问答

End-to-end neural table-text understanding models.

Memn2n Babi Python ⭐ 571

End-To-End Memory Networks for bAbI question-answering tasks

Rust Bert ⭐ 542

Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)

Qa Survey ⭐ 523

北航大数据高精尖中心研究张日崇团队对问答系统的调研。包括知识图谱问答系统（KBQA）和文本问答系统（TextQA），每类系统分别对学术界和工业界进行调研。

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

Paper Reading ⭐ 510

Paper reading list in natural language processing, including dialogue systems and text generation related topics.

⛔ [NOT MAINTAINED] An End-To-End Closed Domain Question Answering System.

Mac Network ⭐ 444

Implementation for the paper "Compositional Attention Networks for Machine Reasoning" (Hudson and Manning, ICLR 2018)

Gnn4nlp Papers ⭐ 416

A list of recent papers about Graph Neural Network methods applied in NLP areas.

Deep_qa ⭐ 408

A deep NLP library, based on Keras / tf, focused on question answering (but useful for other NLP too)

Source code and dataset for ACL 2019 paper "Cognitive Graph for Multi-Hop Reading Comprehension at Scale"

Adam_qas ⭐ 331

ADAM - A Question Answering System. Inspired from IBM Watson

Giveme5w1h ⭐ 319

Extraction of the journalistic five W and one H questions (5W1H) from news articles: who did what, when, where, why, and how?

Informers ⭐ 309

State-of-the-art natural language processing for Ruby

Spm_toolkit ⭐ 300

Neural network toolkit for sentence pair modeling.

Node Question Answering ⭐ 300

Fast and production-ready question answering in Node.js

Covid Qa ⭐ 288

API & Webapp to answer questions about COVID-19. Using NLP (Question Answering) and trusted data sources.

Nlu_sim ⭐ 287

all kinds of baseline models for sentence similarity 句子对语义相似度模型

Ganswer ⭐ 266

A KBQA system based on DBpedia.

Anspress ⭐ 264

AnsPress is the most complete question and answer system for WordPress. AnsPress is made with developers in mind, highly customizable. AnsPress provide an easy to use override system for theme

Bert Squad ⭐ 264

SQuAD Question Answering Using BERT, PyTorch

Jack the Reader

Cmrc2018 ⭐ 243

A Span-Extraction Dataset for Chinese Machine Reading Comprehension (CMRC 2018)

Dmn Tensorflow ⭐ 237

Dynamic Memory Networks (https://arxiv.org/abs/1603.01417) in Tensorflow

Ama Laravel? Torne se um Jedi e Ajude outros Padawans

Tensorflow Dsmm ⭐ 217

Tensorflow implementations of various Deep Semantic Matching Models (DSMM).

Awesome Deep Learning And Machine Learning Questions ⭐ 206

【不定期更新】收集整理的一些网站中（如知乎、Quora、Reddit、Stack Exchange等）与深度学习、机器学习、强化学习、数据科学相关的有价值的问题

Implementation of conversational QA model: FlowQA (with slight improvement)

基于知识库的中文问答系统（biLSTM）

Awesome Kgqa ⭐ 192

A collection of some materials of knowledge graph question answering

The source code of ACL 2018 paper "Denoising Distantly Supervised Open-Domain Question Answering".

Triviaqa ⭐ 184

Code for the TriviaQA reading comprehension dataset

Questgen.ai ⭐ 184

Question generation using state-of-the-art Natural Language Processing algorithms

Awesomemrc ⭐ 177

This repo is our research summary and playground for MRC. More features are coming.

Rat Sql ⭐ 174

A relation-aware semantic parsing model from English to SQL

📲 Bot to help solve HQ trivia

Improved Dynamic Memory Networks Dmn Plus ⭐ 165

Theano Implementation of DMN+ (Improved Dynamic Memory Networks) from the paper by Xiong, Merity, & Socher at MetaMind, http://arxiv.org/abs/1603.01417 (Dynamic Memory Networks for Visual and Textual Question Answering)

question answering, reading comprehension toolkit

Real-Time Open-Domain Question Answering with Dense-Sparse Phrase Index (DenSPI)

Chinese Rc Datasets ⭐ 160

Collections of Chinese reading comprehension datasets

Pytorch Question Answering ⭐ 160

Important paper implementations for Question Answering using PyTorch

🤖 Neural SPARQL Machines for Knowledge Graph Question Answering.

Cape Webservices ⭐ 149

Entrypoint for all backend cape webservices

Backprop ⭐ 143

Backprop makes it simple to use, finetune, and deploy state-of-the-art ML models.

Question_answering_models ⭐ 140

This repo collects and re-produces models related to domains of question answering and machine reading comprehension

Gossiping Chinese Corpus ⭐ 138

PTT 八卦版問答中文語料

Question Answering ⭐ 133

TensorFlow implementation of Match-LSTM and Answer pointer for the popular SQuAD dataset.

Kbqa Ar Smcnn ⭐ 130

Question answering over Freebase (single-relation)

Medquad ⭐ 129

Medical Question Answering Dataset of 47,457 QA pairs created from 12 NIH websites

Dan Jurafsky Chris Manning Nlp ⭐ 127

My solution to the Natural Language Processing course made by Dan Jurafsky, Chris Manning in Winter 2012.

Knowledge Aware Reader ⭐ 127

PyTorch implementation of the ACL 2019 paper "Improving Question Answering over Incomplete KBs with Knowledge-Aware Reader"

Machine reading comprehension on clinical case reports

Dynamic Memory Networks Plus Pytorch ⭐ 123

Implementation of Dynamic memory networks plus in Pytorch

Dynamic Coattention Network Plus ⭐ 117

Dynamic Coattention Network Plus (DCN+) TensorFlow implementation. Question answering using Deep NLP.

Chatbot ⭐ 110

Русскоязычный чатбот

Tableqa ⭐ 109

AI Tool for querying natural language on tabular data.

[[I'm slow at replying these days, but I hope to get back to answering questions eventually]] Ask me anything!

Flexneuart ⭐ 104

Flexible classic and NeurAl Retrieval Toolkit

Reading Comprehension Question Answering Papers ⭐ 103

Survey on Machine Reading Comprehension

Vqa Tensorflow ⭐ 99

Tensorflow Implementation of Deeper LSTM+ normalized CNN for Visual Question Answering

Cmrc2019 ⭐ 99

A Sentence Cloze Dataset for Chinese Machine Reading Comprehension (CMRC 2019)

Sentence Similarity ⭐ 97

PyTorch implementations of various deep learning models for paraphrase detection, semantic similarity, and textual entailment

Happy Transformer ⭐ 97

A package built on top of Hugging Face's transformer library that makes it easy to utilize state-of-the-art NLP models

Caseinterviewquestions ⭐ 96

PHPer case interview questions

⚡ boost inference speed of T5 models by 5x & reduce the model size by 3x.

Turkish Bert Nlp Pipeline ⭐ 88

Bert-base NLP pipeline for Turkish, Ner, Sentiment Analysis, Question Answering etc.

Neural_kbqa ⭐ 87

Knowledge Base Question Answering using memory networks

Simple Qa Emnlp 2018 ⭐ 87

Code for my EMNLP 2018 paper "SimpleQuestions Nearly Solved: A New Upperbound and Baseline Approach"

Arabic Open Domain Question Answering System using Neural Reading Comprehension

Medical Question Answer Data ⭐ 66

Medical question and answer dataset gathered from the web.

Wsdm2018_hyperqa ⭐ 66

Reference Implementation for WSDM 2018 Paper "Hyperbolic Representation Learning for Fast and Efficient Neural Question Answering"

Bidaf Keras ⭐ 60

Bidirectional Attention Flow for Machine Comprehension implemented in Keras 2

Bert Vietnamese Question Answering ⭐ 58

Vietnamese question answering system with BERT

Mullowbivqa ⭐ 57

Hadamard Product for Low-rank Bilinear Pooling

Logic_guided_qa ⭐ 55

The official implementation of ACL 2020, "Logic-Guided Data Augmentation and Regularization for Consistent Question Answering".

Cdqa Annotator ⭐ 48

⛔ [NOT MAINTAINED] A web-based annotator for closed-domain question answering datasets with SQuAD format.

Conversational Ai ⭐ 35

Conversational AI Reading Materials

Acl18_results ⭐ 32

Code to reproduce results in our ACL 2018 paper "Did the Model Understand the Question?"

1-100 of 104 projects

Advertising 📦 10

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

Graphics 📦 110

Hardware 📦 152

Integrated Development Environments 📦 49

Learning Resources 📦 166

Libraries 📦 129

Lists Of Projects 📦 22

Machine Learning 📦 347

Mapping 📦 64

Marketing 📦 15

Mathematics 📦 55

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