A review on question generation from natural language text
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 …
which aims to generate natural and relevant questions from various input formats, eg …
Automatic question generation: a review of methodologies, datasets, evaluation metrics, and applications
N Mulla, P Gharpure - Progress in Artificial Intelligence, 2023 - Springer
Question generation in natural language has a wide variety of applications. It can be a
helpful tool for chatbots for generating interesting questions as also for automating the …
helpful tool for chatbots for generating interesting questions as also for automating the …
Asking and answering questions to evaluate the factual consistency of summaries
Practical applications of abstractive summarization models are limited by frequent factual
inconsistencies with respect to their input. Existing automatic evaluation metrics for …
inconsistencies with respect to their input. Existing automatic evaluation metrics for …
Asking questions the human way: Scalable question-answer generation from text corpus
The ability to ask questions is important in both human and machine intelligence. Learning
to ask questions helps knowledge acquisition, improves question-answering and machine …
to ask questions helps knowledge acquisition, improves question-answering and machine …
Educational question generation of children storybooks via question type distribution learning and event-centric summarization
Generating educational questions of fairytales or storybooks is vital for improving children's
literacy ability. However, it is challenging to generate questions that capture the interesting …
literacy ability. However, it is challenging to generate questions that capture the interesting …
Controllable open-ended question generation with a new question type ontology
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 …
answered by multiple sentences. We first define a new question type ontology which …
Leaf: Multiple-choice question generation
Testing with quiz questions has proven to be an effective way to assess and improve the
educational process. However, manually creating quizzes is tedious and time-consuming …
educational process. However, manually creating quizzes is tedious and time-consuming …
Review on neural question generation for education purposes
Questioning plays a vital role in education, directing knowledge construction and assessing
students' understanding. However, creating high-level questions requires significant …
students' understanding. However, creating high-level questions requires significant …
HIBRIDS: Attention with hierarchical biases for structure-aware long document summarization
Document structure is critical for efficient information consumption. However, it is
challenging to encode it efficiently into the modern Transformer architecture. In this work, we …
challenging to encode it efficiently into the modern Transformer architecture. In this work, we …
Asking questions like educational experts: Automatically generating question-answer pairs on real-world examination data
Generating high quality question-answer pairs is a hard but meaningful task. Although
previous works have achieved great results on answer-aware question generation, it is …
previous works have achieved great results on answer-aware question generation, it is …