Answer-state Recurrent Relational Network (AsRRN) for Constructed Response Assessment and Feedback Grouping. - Zhaohui Li; Susan Lloyd; Matthew Beckman; Rebecca J. Passonneau (EMNLP (Findings), 2023)

Concept-based Rubrics Improve LLM Formative Assessment and Data Synthesis. - Yuchen Wei; Dennis Pearl; Matthew Beckman; Rebecca J. Passonneau (CoRR, 2025)