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Table 4 Related existing datasets

From: Automatic question generation and answer assessment: a survey

Source

Dataset

Purpose

Rus et al., 2012

QGSTEC

Automatic Question Generation

Jauhar et al., 2015

TabMCQ

Question Answering, Information Extraction,

  

Question Parsing, Answer-type Identification,

  

and Lexical Semantic Modeling

Rajpurkar et al., 2016

SQuAD

Reading Comprehension: Answer a question

  

posed by humans from a corresponding passage

Serban et al., 2016

30MQA

Question Answering: Generate Question Answer

  

Pairs from Knowledge Bases

Nguyen et al., 2016

MS MARCO

Machine Reading Comprehension and Question-

  

Answering

Lai et al., 2017

RACE

Machine Comprehension and Question Answering:

  

Evaluating the reading comprehension ability of students

Trischler et al., 2017

NewsQA

Machine Comprehension

Joshi et al., 2017

TriviaQA

Reading Comprehension, Question Answering over

  

structured Knowledge Bases and joint modeling of

  

Knowledge Bases and Text

Welbl et al., 2017

SciQ

Question Generation and Question Answering

Liang et al., 2018

MCQL

Automatic Distractor Generation

Kocisk’y et al., 2018

NarrativeQA

Reading Comprehension

Chen et al., 2018

LearningQ

Automatic Educational Question Generation