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The Top 565 Question Answering Open Source Projects on Github

Categories > Content Management > Question Answering
Nlp_chinese_corpus ⭐ 5,454
大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP
Deeppavlov ⭐ 5,438
An open source library for deep learning end-to-end dialog systems and chatbots.
Agriculture_knowledgegraph ⭐ 2,776
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 ⭐ 2,759
Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI
Haystack ⭐ 2,570
🔍 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, Hugging Face’s Hub, and much more!
Anyq ⭐ 2,112
FAQ-based Question Answering System
Bi Att Flow ⭐ 1,367
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 ⭐ 1,365
NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego
Farm ⭐ 1,354
🏡 Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.
Chinesenlp ⭐ 1,329
Datasets, SOTA results of every fields of Chinese NLP
Amas ⭐ 1,291
Awesome & Marvelous Amas
Php Interview Best Practices In China ⭐ 1,080
📙 PHP 面试知识点汇总
Knowledge Graphs ⭐ 1,000
A collection of research on knowledge graphs
Kg Demo For Movie ⭐ 963
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。
Spago ⭐ 934
Self-contained Machine Learning and Natural Language Processing library in Go
Shift Ctrl F ⭐ 887
🔎 Search the information available on a webpage using natural language instead of an exact string match.
Bert_language_understanding ⭐ 886
Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN
Insuranceqa Corpus Zh ⭐ 843
🚁 保险行业语料库，聊天机器人
Rust Bert ⭐ 737
Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)
Tapas ⭐ 709
End-to-end neural table-text understanding models.
Qa Survey ⭐ 686
北航大数据高精尖中心研究张日崇团队对问答系统的总结。包括基于知识图谱的问答（KBQA），基于文本的问答系统（TextQA），基于表格的问答系统（TabletQA）和基于视觉的问答系统（VisualQA），每类系统分别对学术界和工业界进行总结。
Awesome Neural Models For Semantic Match ⭐ 681
A curated list of papers dedicated to neural text (semantic) matching.
Awesome Qa ⭐ 616
😎 A curated list of the Question Answering (QA)
Bootcamp ⭐ 600
Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.
Qa Snake ⭐ 562
基于多搜索引擎和深度学习技术的自动问答
Memn2n Babi Python ⭐ 560
End-To-End Memory Networks for bAbI question-answering tasks
Gnn4nlp Papers ⭐ 556
A list of recent papers about Graph Neural Network methods applied in NLP areas.
Mac Network ⭐ 445
Implementation for the paper "Compositional Attention Networks for Machine Reasoning" (Hudson and Manning, ICLR 2018)
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
Cdqa ⭐ 418
⛔ [NOT MAINTAINED] An End-To-End Closed Domain Question Answering System.
Deep_qa ⭐ 410
A deep NLP library, based on Keras / tf, focused on question answering (but useful for other NLP too)
Node Question Answering ⭐ 340
Fast and production-ready question answering in Node.js
Questgen.ai ⭐ 335
Question generation using state-of-the-art Natural Language Processing algorithms
Giveme5w1h ⭐ 317
Extraction of the journalistic five W and one H questions (5W1H) from news articles: who did what, when, where, why, and how?
Informers ⭐ 316
State-of-the-art natural language processing for Ruby
Adam_qas ⭐ 298
ADAM - A Question Answering System. Inspired from IBM Watson
Cogqa ⭐ 297
Source code and dataset for ACL 2019 paper "Cognitive Graph for Multi-Hop Reading Comprehension at Scale"
Spm_toolkit ⭐ 297
Neural network toolkit for sentence pair modeling.
Covid Qa ⭐ 292
API & Webapp to answer questions about COVID-19. Using NLP (Question Answering) and trusted data sources.
Nlu_sim ⭐ 271
all kinds of baseline models for sentence similarity 句子对语义相似度模型
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
Cmrc2018 ⭐ 260
A Span-Extraction Dataset for Chinese Machine Reading Comprehension (CMRC 2018)
Awesomemrc ⭐ 247
This repo is our research summary and playground for MRC. More features are coming.
Jack ⭐ 246
Jack the Reader
Qagnn ⭐ 237
[NAACL 2021] QA-GNN: Question Answering using Language Models and Knowledge Graphs
Dmn Tensorflow ⭐ 235
Dynamic Memory Networks (https://arxiv.org/abs/1603.01417) in Tensorflow
Forum ⭐ 220
Ama Laravel? Torne se um Jedi e Ajude outros Padawans
Ganswer ⭐ 218
A KBQA system based on DBpedia.
Bert Squad ⭐ 217
SQuAD Question Answering Using BERT, PyTorch
Rat Sql ⭐ 207
A relation-aware semantic parsing model from English to SQL
Happy Transformer ⭐ 204
A package built on top of Hugging Face's transformers library that makes it easy to utilize state-of-the-art NLP models
Awesome Kgqa ⭐ 203
A collection of some materials of knowledge graph question answering
Fastt5 ⭐ 200
⚡ boost inference speed of T5 models by 5x & reduce the model size by 3x.
Flowqa ⭐ 198
Implementation of conversational QA model: FlowQA (with slight improvement)
Tensorflow Dsmm ⭐ 195
Tensorflow implementations of various Deep Semantic Matching Models (DSMM).
Openqa ⭐ 181
The source code of ACL 2018 paper "Denoising Distantly Supervised Open-Domain Question Answering".
Awesome Deep Learning And Machine Learning Questions ⭐ 177
【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
Mspars ⭐ 176
Triviaqa ⭐ 176
Code for the TriviaQA reading comprehension dataset
Kb Qa ⭐ 174
基于知识库的中文问答系统（biLSTM）
Backprop ⭐ 173
Backprop makes it simple to use, finetune, and deploy state-of-the-art ML models.
Denspi ⭐ 169
Real-Time Open-Domain Question Answering with Dense-Sparse Phrase Index (DenSPI)
Nspm ⭐ 165
🤖 Neural SPARQL Machines for Knowledge Graph Question Answering.
Improved Dynamic Memory Networks Dmn Plus ⭐ 162
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)
Hq_bot ⭐ 161
📲 Bot to help solve HQ trivia
Rczoo ⭐ 158
question answering, reading comprehension toolkit
Chatbot ⭐ 147
Русскоязычный чатбот
Text2text ⭐ 140
Text2Text: Multilingual tokenization, embedding, search, translation, summarization, question generation, question answering, data augmentation, distance measurement
Gossiping Chinese Corpus ⭐ 136
PTT 八卦版問答中文語料
Cape Webservices ⭐ 132
Entrypoint for all backend cape webservices
Question_answering_models ⭐ 131
This repo collects and re-produces models related to domains of question answering and machine reading comprehension
Dan Jurafsky Chris Manning Nlp ⭐ 129
My solution to the Natural Language Processing course made by Dan Jurafsky, Chris Manning in Winter 2012.
Question Answering ⭐ 128
TensorFlow implementation of Match-LSTM and Answer pointer for the popular SQuAD dataset.
Flexneuart ⭐ 128
Flexible classic and NeurAl Retrieval Toolkit
Medquad ⭐ 126
Medical Question Answering Dataset of 47,457 QA pairs created from 12 NIH websites
Kbqa Ar Smcnn ⭐ 121
Question answering over Freebase (single-relation)
Tableqa ⭐ 120
AI Tool for querying natural language on tabular data.
Examinee ⭐ 117
Laravel Quiz and Exam System clone of udemy
Dynamic Coattention Network Plus ⭐ 115
Dynamic Coattention Network Plus (DCN+) TensorFlow implementation. Question answering using Deep NLP.
Dynamic Memory Networks Plus Pytorch ⭐ 115
Implementation of Dynamic memory networks plus in Pytorch
Chinese Rc Datasets ⭐ 112
Collections of Chinese reading comprehension datasets
Clicr ⭐ 108
Machine reading comprehension on clinical case reports
Bertqa Attention On Steroids ⭐ 105
BertQA - Attention on Steroids
Knowledge Aware Reader ⭐ 104
PyTorch implementation of the ACL 2019 paper "Improving Question Answering over Incomplete KBs with Knowledge-Aware Reader"
Pytorch Question Answering ⭐ 102
Important paper implementations for Question Answering using PyTorch
Vqa Tensorflow ⭐ 99
Tensorflow Implementation of Deeper LSTM+ normalized CNN for Visual Question Answering
Ama ⭐ 99
[[I'm slow at replying these days, but I hope to get back to answering questions eventually]] Ask me anything!
Reading Comprehension Question Answering Papers ⭐ 97
Survey on Machine Reading Comprehension
Caseinterviewquestions ⭐ 95
PHPer case interview questions
Cmrc2019 ⭐ 90
A Sentence Cloze Dataset for Chinese Machine Reading Comprehension (CMRC 2019)
Chatbot ⭐ 87
DBpedia Chatbot
Neural_kbqa ⭐ 84
Knowledge Base Question Answering using memory networks
Persianqa ⭐ 84
Persian (Farsi) Question Answering Dataset (+ Models)
Soqal ⭐ 83
Arabic Open Domain Question Answering System using Neural Reading Comprehension
Sentence Similarity ⭐ 83
PyTorch implementations of various deep learning models for paraphrase detection, semantic similarity, and textual entailment
Adnc ⭐ 83
Advanced Differentiable Neural Computer (ADNC) with application to bAbI task and CNN RC task.
Cmrc2017 ⭐ 80
The First Evaluation Workshop on Chinese Machine Reading Comprehension (CMRC 2017)
Simple Qa Emnlp 2018 ⭐ 79
Code for my EMNLP 2018 paper "SimpleQuestions Nearly Solved: A New Upperbound and Baseline Approach"
Cppnotes ⭐ 77
【C++ 面试 + C++ 学习指南】 一份涵盖大部分 C++ 程序员所需要掌握的核心知识。
Qasystem ⭐ 72
Intelligent Q&A system（第七届中软杯，智能问答系统）
1-100 of 565 projects

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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
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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
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