Top 201 question-answering open source projects

Vietnamese question answering system with BERT

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

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

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

Conversational AI Reading Materials

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

Chinese Question Classifier (Keras Implementation) on BQuLD

A Development Center for the ZeroNet. Tutorials on ZeroNet Zite Development, Collaboration, and Questions

Question answering system developed using seq2seq and memory network model in Keras

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。

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

A collection of research on knowledge graphs

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

https://arxiv.org/abs/1707.00836

🚁 保险行业语料库，聊天机器人

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

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

基于多搜索引擎和深度学习技术的自动问答

😎 A curated list of the Question Answering (QA)

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

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

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

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

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

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

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。

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

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

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

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

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

ADAM - A Question Answering System. Inspired from IBM Watson

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

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

Neural network toolkit for sentence pair modeling.

Fast and production-ready question answering in Node.js

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

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

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

A KBQA system based on DBpedia.

SQuAD Question Answering Using BERT, PyTorch

QA site with Python/Django

A question answering system for RDF knowledge graphs.

中文wiki百科QA阅读理解问答系统，使用了CCKS2016数据的NER模型和CMRC2018的阅读理解模型，还有W2V词向量搜索,使用torchserve部署

Portuguese translation of the SQuAD dataset

Web app that allows students to ask real-time, anonymous questions during class

Multiple Meta-model Quantifying for Medical Visual Question Answering

Product-Aware Answer Generation in E-Commerce Question-Answering

🔮 Answering multiple choice questions with Language Models.

⛔ [NOT MAINTAINED] A web interface for cdQA and other question answering systems.

Pytorch implementation of "Dynamic Coattention Networks For Question Answering"

中文心理问答数据集

Participant Kit for the TextGraphs-15 Shared Task on Explanation Regeneration

TensorFlow Models for the Stanford Question Answering Dataset

DVQA Dataset: A Bar chart question answering dataset presented at CVPR 2018

Very Simple Question Answer System using Chinese Wikipedia Data

Text2Text: Cross-lingual natural language processing and generation toolkit

This is the official repository for NAACL 2021, "XOR QA: Cross-lingual Open-Retrieval Question Answering".

Official code repository for "Exploring Neural Models for Query-Focused Summarization".

Extraction of the five journalistic W-questions (5W) from news articles