CONF Aljaafari_EMNLP2025_2025/IDIAP CARMA: Enhanced Compositionality in LLMs via Advanced Regularisation and Mutual Information Alignment Aljaafari, Nura Carvalho, Danilo Freitas, Andre The 2025 Conference on Empirical Methods in Natural Language Processing 2025