Question Generation

See Question Answering - Synthetic Question Generation.

• Kurdi et al 2020 - A Systematic Review of Automatic Question Generation for Educational Purposes

• Mitkov & Ha 2003 - Computer-Aided Generation of Multiple-Choice Tests
• Boyer & Piwek 2010 - Proceedings of QG2010: The Third Workshop on Question Generation pdf
• Rus et al 2010 - The First Question Generation Shared Task Evaluation Challenge
• Rus et al 2011 - Question Generation Shared Task and Evaluation Challenge – Status Report
• Heilman & Smith 2011 - Good Question! Statistical Ranking for Question Generation (see also Heilman's thesis)
• Lindberg et al 2013 - Generating Natural Language Questions to Support Learning On-Line
• Du et al 2017 - Learning to Ask: Neural Question Generation for Reading Comprehension
• Puri et al 2020 - Training Question Answering Models From Synthetic Data Uses a fine-tuned GPT-2 model to generate synthetic data for SQuAD
• Kurdi et al 2020 - A Systematic Review of Automatic Question Generation for Educational Purposes pdf
• Pyatkin et al 2021 - Asking It All: Generating Contextualized Questions for any Semantic Role
• Jia et al 2021 - Question Answering Infused Pre-training of General-Purpose Contextualized Representations
• Yuan et al 2022 - Selecting Better Samples from Pre-trained LLMs: A Case Study on Question Generation

• Zhu et al 2019 - Learning to Ask Unanswerable Questions for Machine Reading Comprehension
• Nikolenko & Kalehbasti 2020 - When in Doubt, Ask: Generating Answerable and Unanswerable Questions, Unsupervised

• Wang et al 2022 - QRelScore: Better Evaluating Generated Questions with Deeper Understanding of Context-aware Relevance

• QG-Bench: Ushio et al 2022 - Generative Language Models for Paragraph-Level Question Generation

• Microsoft - Question Generation

• Question Answering
• Question to Statement
• NLP in Education