Reasoning under Ambiguity: Uncertainty-Aware Multilingual Emotion Classification under Partial Supervision. - Md. Mithun Hossain; Mashary N. Alrasheedy; Nirban Bhowmick; Shamim Forhad; Md Shakil Hossain; Sudipto Chaki; Md Shafiqul Islam (CoRR, 2026)