Top 201 question-answering open source projects

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

Jack the Reader

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

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

Ama Laravel? Torne se um Jedi e Ajude outros Padawans

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

【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

基于知识库的中文问答系统（biLSTM）

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

FAQ-based Question Answering System

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

A collection of some materials of knowledge graph question answering

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

Code for the TriviaQA reading comprehension dataset

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

A relation-aware semantic parsing model from English to SQL

📲 Bot to help solve HQ trivia

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)

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

question answering, reading comprehension toolkit

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

Collections of Chinese reading comprehension datasets

🤖 Neural SPARQL Machines for Knowledge Graph Question Answering.

Important paper implementations for Question Answering using PyTorch

Entrypoint for all backend cape webservices

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

PTT 八卦版問答中文語料

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

Question answering over Freebase (single-relation)

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

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

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

Implementation of Dynamic memory networks plus in Pytorch

Machine reading comprehension on clinical case reports

🔍 Haystack is an open source NLP framework that leverages Transformer models. It enables developers to implement production-ready neural search, question answering, semantic document search and summarization for a wide range of applications.

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

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.

AI Tool for querying natural language on tabular data.

Русскоязычный чатбот

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

Survey on Machine Reading Comprehension

Flexible classic and NeurAl Retrieval Toolkit

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

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

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

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

PHPer case interview questions

Knowledge Base Question Answering using memory networks

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

Awesome & Marvelous Amas

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

Datasets, SOTA results of every fields of Chinese NLP

Arabic Open Domain Question Answering System using Neural Reading Comprehension

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

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

Medical question and answer dataset gathered from the web.

📙 PHP 面试知识点汇总

Bidirectional Attention Flow for Machine Comprehension implemented in Keras 2

Hadamard Product for Low-rank Bilinear Pooling