@inproceedings{bueno-etal-2026-scoring, title = "From Scoring to Explanations: Evaluating {SHAP} and {LLM} Rationales for Rubric-based Teaching Quality Assessment", author = {Bueno, Ivo and B{\"u}hler, Babette and Stark, Philipp and F{\"u}tterer, Tim and Trautwein, Ulrich and Demszky, Dorottya and Hill, Heather and Kasneci, Enkelejda}, editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-acl.375/", pages = "7590--7606", ISBN = "979-8-89176-395-1" }