A survey of natural language generation
This article offers a comprehensive review of the research on Natural Language Generation
(NLG) over the past two decades, especially in relation to data-to-text generation and text-to …
(NLG) over the past two decades, especially in relation to data-to-text generation and text-to …
A systematic review of automatic question generation for educational purposes
While exam-style questions are a fundamental educational tool serving a variety of
purposes, manual construction of questions is a complex process that requires training …
purposes, manual construction of questions is a complex process that requires training …
Can a suit of armor conduct electricity? a new dataset for open book question answering
We present a new kind of question answering dataset, OpenBookQA, modeled after open
book exams for assessing human understanding of a subject. The open book that comes …
book exams for assessing human understanding of a subject. The open book that comes …
Automatic multiple choice question generation from text: A survey
DR Ch, SK Saha - IEEE Transactions on Learning …, 2018 - ieeexplore.ieee.org
Automatic multiple choice question (MCQ) generation from a text is a popular research area.
MCQs are widely accepted for large-scale assessment in various domains and applications …
MCQs are widely accepted for large-scale assessment in various domains and applications …
Process knowledge-infused ai: Toward user-level explainability, interpretability, and safety
AI has seen wide adoption for automating tasks in several domains. However, AI's use in
high-value, sensitive, or safety-critical applications such as self-management for …
high-value, sensitive, or safety-critical applications such as self-management for …
A novel framework for the generation of multiple choice question stems using semantic and machine-learning techniques
Abstract Multiple Choice Questions (MCQs) are a popular assessment method because they
enable automated evaluation, flexible administration and use with huge groups. Despite …
enable automated evaluation, flexible administration and use with huge groups. Despite …
Generative students: Using llm-simulated student profiles to support question item evaluation
Evaluating the quality of automatically generated question items has been a long standing
challenge. In this paper, we leverage LLMs to simulate student profiles and generate …
challenge. In this paper, we leverage LLMs to simulate student profiles and generate …
Automatic distractor generation for multiple choice questions in standard tests
To assess the knowledge proficiency of a learner, multiple choice question is an efficient
and widespread form in standard tests. However, the composition of the multiple choice …
and widespread form in standard tests. However, the composition of the multiple choice …
Generating distractors for reading comprehension questions from real examinations
We investigate the task of distractor generation for multiple choice reading comprehension
questions from examinations. In contrast to all previous works, we do not aim at preparing …
questions from examinations. In contrast to all previous works, we do not aim at preparing …
Towards process-oriented, modular, and versatile question generation that meets educational needs
NLP-powered automatic question generation (QG) techniques carry great pedagogical
potential of saving educators' time and benefiting student learning. Yet, QG systems have …
potential of saving educators' time and benefiting student learning. Yet, QG systems have …