Faisal Adam, Lukman Aliyu, Sani Aji, Abdulhamid Abubakar, Aliyu Rabiu Shuaibu. Team faisalm3at SemEval-2026 Task 3: From Standard Regression to Distributional Alignment in Dimensional Sentiment Analysis. In Ekaterina Kochmar, Debanjan Ghosh, Kai North, Mamoru Komachi, editors, Proceedings of the 20th International Workshop on Semantic Evaluation, SemEval@ACL 2026, San Diego, California, USA, July 3-4, 2026. pages 242-246, Association for Computational Linguistics, 2026. [doi]