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The Top 99 Question Answering Open Source Projects
Categories
>
Content Management
>
Question Answering
Nlp_chinese_corpus
⭐
5,772
大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP
Deeppavlov
⭐
4,937
An open source library for deep learning end-to-end dialog systems and chatbots.
Agriculture_knowledgegraph
⭐
2,549
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
Anyq
⭐
2,141
FAQ-based Question Answering System
Simpletransformers
⭐
1,975
Transformers for Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI
Bi Att Flow
⭐
1,433
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
⭐
1,352
NLP DNN Toolkit - Building Your NLP DNN Models Like Playing Lego
Amas
⭐
1,263
Awesome & Marvelous Amas
Haystack
⭐
1,251
🔍 Transformers at scale for question answering & neural search. Using NLP via a modular Retriever-Reader-Pipeline. Supporting DPR, Elasticsearch, HuggingFace's Modelhub...
Chinesenlp
⭐
1,123
Datasets, SOTA results of every fields of Chinese NLP
Php Interview Best Practices In China
⭐
1,122
📙 PHP 面试知识点汇总
Farm
⭐
1,070
🏡 Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.
Shift Ctrl F
⭐
1,012
🔎 Search the information available on a webpage using natural language instead of an exact string match.
Bert_language_understanding
⭐
927
Pre-training of Deep Bidirectional Transformers for Language Understanding: pre-train TextCNN
Kg Demo For Movie
⭐
841
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。
Insuranceqa Corpus Zh
⭐
811
🚁 保险行业语料库,聊天机器人
Spago
⭐
796
Self-contained Machine Learning and Natural Language Processing library in Go
Knowledge Graphs
⭐
777
A collection of research on knowledge graphs
Awesome Neural Models For Semantic Match
⭐
654
A curated list of papers dedicated to neural text (semantic) matching.
Qa Snake
⭐
600
基于多搜索引擎和深度学习技术的自动问答
Awesome Qa
⭐
571
😎 A curated list of the Question Answering (QA)
Memn2n Babi Python
⭐
570
End-To-End Memory Networks for bAbI question-answering tasks
Tapas
⭐
504
End-to-end neural table-text understanding models.
Chat
⭐
498
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
⭐
496
Paper reading list in natural language processing, including dialogue systems and text generation related topics.
Cdqa
⭐
478
⛔ [NOT MAINTAINED] An End-To-End Closed Domain Question Answering System.
Qa Survey
⭐
443
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。
Mac Network
⭐
434
Implementation for the paper "Compositional Attention Networks for Machine Reasoning" (Hudson and Manning, ICLR 2018)
Rust Bert
⭐
412
Rust native ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)
Deep_qa
⭐
407
A deep NLP library, based on Keras / tf, focused on question answering (but useful for other NLP too)
Cogqa
⭐
386
Source code and dataset for ACL 2019 paper "Cognitive Graph for Multi-Hop Reading Comprehension at Scale"
Gnn4nlp Papers
⭐
372
A list of recent papers about Graph Neural Network methods applied in NLP areas.
Adam_qas
⭐
324
ADAM - A Question Answering System. Inspired from IBM Watson
Informers
⭐
301
State-of-the-art natural language processing for Ruby
Spm_toolkit
⭐
297
Neural network toolkit for sentence pair modeling.
Giveme5w1h
⭐
296
Extraction of the journalistic five W and one H questions (5W1H) from news articles: who did what, when, where, why, and how?
Node Question Answering
⭐
285
Fast and production-ready question answering in Node.js
Nlu_sim
⭐
283
all kinds of baseline models for sentence similarity 句子对语义相似度模型
Covid Qa
⭐
274
API & Webapp to answer questions about COVID-19. Using NLP (Question Answering) and trusted data sources.
Anspress
⭐
263
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
Ganswer
⭐
248
A KBQA system based on DBpedia.
Jack
⭐
239
Jack the Reader
Dmn Tensorflow
⭐
236
Dynamic Memory Networks (https://arxiv.org/abs/1603.01417) in Tensorflow
Bert Squad
⭐
232
SQuAD Question Answering Using BERT, PyTorch
Forum
⭐
230
Ama Laravel? Torne se um Jedi e Ajude outros Padawans
Cmrc2018
⭐
225
A Span-Extraction Dataset for Chinese Machine Reading Comprehension (CMRC 2018)
Tensorflow Dsmm
⭐
216
Tensorflow implementations of various Deep Semantic Matching Models (DSMM).
Awesome Deep Learning And Machine Learning Questions
⭐
197
【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
Flowqa
⭐
192
Implementation of conversational QA model: FlowQA (with slight improvement)
Kb Qa
⭐
191
基于知识库的中文问答系统(biLSTM)
Openqa
⭐
188
The source code of ACL 2018 paper "Denoising Distantly Supervised Open-Domain Question Answering".
Triviaqa
⭐
183
Code for the TriviaQA reading comprehension dataset
Mspars
⭐
177
Awesome Kgqa
⭐
172
A collection of some materials of knowledge graph question answering
Hq_bot
⭐
169
📲 Bot to help solve HQ trivia
Improved Dynamic Memory Networks Dmn Plus
⭐
164
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)
Rczoo
⭐
161
question answering, reading comprehension toolkit
Denspi
⭐
158
Real-Time Open-Domain Question Answering with Dense-Sparse Phrase Index (DenSPI)
Rat Sql
⭐
152
A relation-aware semantic parsing model from English to SQL
Chinese Rc Datasets
⭐
150
Collections of Chinese reading comprehension datasets
Nspm
⭐
147
🤖 Neural SPARQL Machines for Knowledge Graph Question Answering.
Cape Webservices
⭐
147
Entrypoint for all backend cape webservices
Question_answering_models
⭐
137
This repo collects and re-produces models related to domains of question answering and machine reading comprehension
Gossiping Chinese Corpus
⭐
136
PTT 八卦版問答中文語料
Awesomemrc
⭐
132
This repo is our research summary and playground for MRC. More features are coming.
Question Answering
⭐
130
TensorFlow implementation of Match-LSTM and Answer pointer for the popular SQuAD dataset.
Kbqa Ar Smcnn
⭐
129
Question answering over Freebase (single-relation)
Pytorch Question Answering
⭐
124
Important paper implementations for Question Answering using PyTorch
Clicr
⭐
123
Machine reading comprehension on clinical case reports
Dynamic Memory Networks Plus Pytorch
⭐
122
Implementation of Dynamic memory networks plus in Pytorch
Knowledge Aware Reader
⭐
120
PyTorch implementation of the ACL 2019 paper "Improving Question Answering over Incomplete KBs with Knowledge-Aware Reader"
Dan Jurafsky Chris Manning Nlp
⭐
117
My solution to the Natural Language Processing course made by Dan Jurafsky, Chris Manning in Winter 2012.
Dynamic Coattention Network Plus
⭐
116
Dynamic Coattention Network Plus (DCN+) TensorFlow implementation. Question answering using Deep NLP.
Chatbot
⭐
99
Русскоязычный чатбот
Ama
⭐
98
[[I'm slow at replying these days, but I hope to get back to answering questions eventually]] Ask me anything!
Vqa Tensorflow
⭐
96
Tensorflow Implementation of Deeper LSTM+ normalized CNN for Visual Question Answering
Caseinterviewquestions
⭐
96
PHPer case interview questions
Tableqa
⭐
96
AI Tool for querying natural language on tabular data.
Reading Comprehension Question Answering Papers
⭐
95
Survey on Machine Reading Comprehension
Happy Transformer
⭐
91
A package built on top of Hugging Face's transformer library that makes it easy to utilize state-of-the-art NLP models
Flexneuart
⭐
90
Flexible classic and NeurAl Retrieval Toolkit
Sentence Similarity
⭐
89
PyTorch implementations of various deep learning models for paraphrase detection, semantic similarity, and textual entailment
Neural_kbqa
⭐
87
Knowledge Base Question Answering using memory networks
Simple Qa Emnlp 2018
⭐
86
Code for my EMNLP 2018 paper "SimpleQuestions Nearly Solved: A New Upperbound and Baseline Approach"
Turkish Bert Nlp Pipeline
⭐
81
Bert-base NLP pipeline for Turkish, Ner, Sentiment Analysis, Question Answering etc.
Wsdm2018_hyperqa
⭐
66
Reference Implementation for WSDM 2018 Paper "Hyperbolic Representation Learning for Fast and Efficient Neural Question Answering"
Medical Question Answer Data
⭐
63
Medical question and answer dataset gathered from the web.
Soqal
⭐
63
Arabic Open Domain Question Answering System using Neural Reading Comprehension
Bidaf Keras
⭐
59
Bidirectional Attention Flow for Machine Comprehension implemented in Keras 2
Mullowbivqa
⭐
56
Hadamard Product for Low-rank Bilinear Pooling
Bert Vietnamese Question Answering
⭐
56
Vietnamese question answering system with BERT
Logic_guided_qa
⭐
53
The official implementation of ACL 2020, "Logic-Guided Data Augmentation and Regularization for Consistent Question Answering".
Cdqa Annotator
⭐
41
⛔ [NOT MAINTAINED] A web-based annotator for closed-domain question answering datasets with SQuAD format.
Conversational Ai
⭐
34
Conversational AI Reading Materials
Acl18_results
⭐
31
Code to reproduce results in our ACL 2018 paper "Did the Model Understand the Question?"
Cnn Question Classification Keras
⭐
28
Chinese Question Classifier (Keras Implementation) on BQuLD
Zeronet Dev Center
⭐
21
A Development Center for the ZeroNet. Tutorials on ZeroNet Zite Development, Collaboration, and Questions
Keras Question And Answering Web Api
⭐
21
Question answering system developed using seq2seq and memory network model in Keras
Deep Embedded Memory Networks
⭐
19
https://arxiv.org/abs/1707.00836
1-99 of 99 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