Pedagogical Alignment for Vision-Language-Action Models: A Comprehensive Framework for Data, Architecture, and Evaluation in Education. - Unggi Lee; Jahyun Jeong; Sunyoung Shin; Haeun Park; Jeongsu Moon; Youngchang Song; Jaechang Shim; JaeHwan Lee; Yunju Noh; Seungwon Choi; Ahhyun Kim; TaeHyeon Kim; et al. (CoRR, 2026)

Are Video Models Zero-Shot Learners and Reasoners in Education? EduVideoBench, A Knowledge-Skills-Attitude Benchmark for Educational Video Generation. - Unggi Lee; Hoyoung Ahn; Yoon Choi; Seonmin Eun; Jahyun Jeong; Seonmin Jin; Harmony Jung; Hye Jin Kim; Chaerin Lee; Hyunji Lee; Jeongjin Lee; Soohwan Lee; et al. (CoRR, 2026)