Question generation is an important yet challenging problem in Artificial Intelligence (AI),
which aims to generate natural and relevant questions from various input formats, eg …

Visual reasoning requires multimodal perception and commonsense cognition of the world.
Recently, multiple vision-language models (VLMs) have been proposed with excellent …

Asking insightful questions is crucial for acquiring knowledge and expanding our
understanding of the world. However, the importance of questioning has been largely …

Abstract Knowledge and language understanding of models evaluated through question
answering (QA) has been usually studied on static snapshots of knowledge, like Wikipedia …

A patient portal allows discharged patients to access their personalized discharge
instructions in electronic health records (EHRs). However, many patients have difficulty …

Professional summaries are written with document-level information, such as the theme of
the document, in mind. This is in contrast with most seq2seq decoders which simultaneously …

We investigate the less-explored task of generating open-ended questions that are typically
answered by multiple sentences. We first define a new question type ontology which …

Students learn more from doing activities and practicing their skills on assessments, yet it
can be challenging and time consuming to generate such practice opportunities. In our work …

Students learn more from doing activities and practicing their skills on assessments, yet it
can be challenging and time consuming to generate such practice opportunities. In this …

Automated question generation has made great advances with the help of large NLP
generation models. However, typically only one question is generated for each intended …