A review on question generation from natural language text

R Zhang, J Guo, L Chen, Y Fan, X Cheng - ACM Transactions on …, 2021 - dl.acm.org
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 …

Neural question generation from text: A preliminary study

Q Zhou, N Yang, F Wei, C Tan, H Bao… - … Language Processing and …, 2018 - Springer
Automatic question generation aims to generate questions from a text passage where the
generated questions can be answered by certain sub-spans of the given passage …

[HTML][HTML] 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 …

Answer-focused and position-aware neural question generation

X Sun, J Liu, Y Lyu, W He, Y Ma… - Proceedings of the 2018 …, 2018 - aclanthology.org
In this paper, we focus on the problem of question generation (QG). Recent neural network-
based approaches employ the sequence-to-sequence model which takes an answer and its …

Automating reading comprehension by generating question and answer pairs

V Kumar, K Boorla, Y Meena, G Ramakrishnan… - Advances in Knowledge …, 2018 - Springer
Neural network-based methods represent the state-of-the-art in question generation from
text. Existing work focuses on generating only questions from text without concerning itself …

Asking questions the human way: Scalable question-answer generation from text corpus

B Liu, H Wei, D Niu, H Chen, Y He - Proceedings of The Web …, 2020 - dl.acm.org
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 …

Neural generation of diverse questions using answer focus, contextual and linguistic features

V Harrison, M Walker - arXiv preprint arXiv:1809.02637, 2018 - arxiv.org
Question Generation is the task of automatically creating questions from textual input. In this
work we present a new Attentional Encoder--Decoder Recurrent Neural Network model for …

Leveraging context information for natural question generation

L Song, Z Wang, W Hamza, Y Zhang… - Proceedings of the …, 2018 - aclanthology.org
The task of natural question generation is to generate a corresponding question given the
input passage (fact) and answer. It is useful for enlarging the training set of QA systems …

Generative language models for paragraph-level question generation

A Ushio, F Alva-Manchego… - arXiv preprint arXiv …, 2022 - arxiv.org
Powerful generative models have led to recent progress in question generation (QG).
However, it is difficult to measure advances in QG research since there are no standardized …

Improving question generation with sentence-level semantic matching and answer position inferring

X Ma, Q Zhu, Y Zhou, X Li - Proceedings of the AAAI conference on artificial …, 2020 - aaai.org
Taking an answer and its context as input, sequence-to-sequence models have made
considerable progress on question generation. However, we observe that these approaches …