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cs.HC2026
iRULER: Intelligible Rubric-Based User-Defined LLM Evaluation for Revision
Jingwen Bai, Wei Soon Cheong, Philippe Muller +1
Large Language Models (LLMs) have become indispensable for evaluating writing. However, text feedback they provide is often unintelligible, generic, and not specific to user criter…
cs.HC2026
Editable XAI: Toward Bidirectional Human-AI Alignment with Co-Editable Explanations of Interpretable Attributes
Haoyang Chen, Jingwen Bai, Fang Tian +1
While Explainable AI (XAI) helps users understand AI decisions, misalignment in domain knowledge can lead to disagreement. This inconsistency hinders understanding, and because exp…
cs.HC2025★ 1 cited
TherAIssist: Assisting Art Therapy Homework and Client-Practitioner Collaboration through Human-AI Interaction
Di Liu, Jingwen Bai, Zhuoyi Zhang +4
Art therapy homework is essential for fostering clients' reflection on daily experiences between sessions. However, current practices present challenges: clients often lack guidanc…