AAAI 2026technical0 citations

Counterfactual Question Generation Uncovering Learner Contradictions

Bo Zhang, Hao Yu, Wenjie Dong, Yvhang Yang, Dezhuang Miao, Fengyi Song, Yanhui Gu, Xiaoming Zhang

Abstract

Conventional feedback, even when accompanied by brief explanations, rarely uncovers the hidden contradictions that trigger a learner

BibTeX
@inproceedings{aaai2026_counterfactualqu,
  title = {Counterfactual Question Generation Uncovering Learner Contradictions},
  author = {Bo Zhang and Hao Yu and Wenjie Dong and Yvhang Yang and Dezhuang Miao and Fengyi Song and Yanhui Gu and Xiaoming Zhang and Junsheng Zhou},
  booktitle = {AAAI 2026},
  year = {2026}
}