TextsAudio

MetaQA

MoviE Text Audio QA

Introduced in Variational Reasoning for Question Answering with Knowledge Graph2017

About this Dataset

The MetaQA dataset consists of a movie ontology derived from the WikiMovies Dataset and three sets of question-answer pairs written in natural language: 1-hop, 2-hop, and 3-hop queries.

Source: https://arxiv.org/abs/1907.08176 Image Source: https://github.com/yuyuz/MetaQA

Source: Variational Reasoning for Question Answering with Knowledge Graph

Dataset Variants

MetaQA

Papers1

Variational Reasoning for Question Answering with Knowledge Graph

This work proposes a novel and unified deep learning architecture, and an end-to-end variational learning algorithm which can handle noise in questions, and learn multi-hop reasoning simultaneously.

Dataset Loaders

EDIT

📦

yuyuz/MetaQA

none

Tasks

EDIT

Question Answering Language Modelling Knowledge Graphs

Similar Datasets