Fantastic Questions and Where to Find Them: FairytaleQA--An Authentic Dataset for Narrative Comprehension

Y Xu, D Wang, M Yu, D Ritchie, B Yao, T Wu… - arxiv preprint arxiv …, 2022 - arxiv.org
Question answering (QA) is a fundamental means to facilitate assessment and training of
narrative comprehension skills for both machines and young children, yet there is scarcity of …

Are NLP Models Good at Tracing Thoughts: An Overview of Narrative Understanding

L Zhu, R Zhao, L Gui, Y He - arxiv preprint arxiv:2310.18783, 2023 - arxiv.org
Narrative understanding involves capturing the author's cognitive processes, providing
insights into their knowledge, intentions, beliefs, and desires. Although large language …

It is AI's Turn to Ask Humans a Question: Question-Answer Pair Generation for Children's Story Books

B Yao, D Wang, T Wu, Z Zhang, TJJ Li, M Yu… - arxiv preprint arxiv …, 2021 - arxiv.org
Existing question answering (QA) techniques are created mainly to answer questions asked
by humans. But in educational applications, teachers often need to decide what questions …

Adaptive and personalized exercise generation for online language learning

P Cui, M Sachan - arxiv preprint arxiv:2306.02457, 2023 - arxiv.org
Adaptive learning aims to provide customized educational activities (eg, exercises) to
address individual learning needs. However, manual construction and delivery of such …

Are human explanations always helpful? towards objective evaluation of human natural language explanations

B Yao, P Sen, L Popa, J Hendler, D Wang - arxiv preprint arxiv …, 2023 - arxiv.org
Human-annotated labels and explanations are critical for training explainable NLP models.
However, unlike human-annotated labels whose quality is easier to calibrate (eg, with a …

Affective and Dynamic Beam Search for Story Generation

T Huang, E Qasemi, B Li, H Wang, F Brahman… - arxiv preprint arxiv …, 2023 - arxiv.org
Storytelling's captivating potential makes it a fascinating research area, with implications for
entertainment, education, therapy, and cognitive studies. In this paper, we propose Affective …

Are Fairy Tales Fair? Analyzing Gender Bias in Temporal Narrative Event Chains of Children's Fairy Tales

PT Isaza, G Xu, A Oloko, Y Hou, N Peng… - arxiv preprint arxiv …, 2023 - arxiv.org
Social biases and stereotypes are embedded in our culture in part through their presence in
our stories, as evidenced by the rich history of humanities and social science literature …

Exploring Parent's Needs for Children-Centered AI to Support Preschoolers' Interactive Storytelling and Reading Activities

Y Sun, J Chen, B Yao, J Liu, D Wang, X Ma… - Proceedings of the …, 2024 - dl.acm.org
Interactive storytelling is vital for preschooler development. While children's interactive
partners have traditionally been their parents and teachers, recent advances in artificial …

Planning first, question second: An LLM-guided method for controllable question generation

K Li, Y Zhang - Findings of the Association for Computational …, 2024 - aclanthology.org
In the field of education, for better assessment of students' abilities, generated questions
often need to meet experts' requirements, indicating the need for controllable question …

SkillQG: Learning to generate question for reading comprehension assessment

X Wang, B Liu, S Tang, L Wu - arxiv preprint arxiv:2305.04737, 2023 - arxiv.org
We present $\textbf {$\texttt {SkillQG} $} $: a question generation framework with controllable
comprehension types for assessing and improving machine reading comprehension …