Nura Aljaafari, Danilo S. Carvalho, André Freitas. CARMA: Enhanced Compositionality in LLMs via Advanced Regularisation and Mutual Information Alignment. In Christos Christodoulopoulos 0001, Tanmoy Chakraborty 0002, Carolyn Rose, Violet Peng, editors, Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, EMNLP 2025, Suzhou, China, November 4-9, 2025. pages 16239-16259, Association for Computational Linguistics, 2025. [doi]
@inproceedings{AljaafariCF25,
title = {CARMA: Enhanced Compositionality in LLMs via Advanced Regularisation and Mutual Information Alignment},
author = {Nura Aljaafari and Danilo S. Carvalho and André Freitas},
year = {2025},
doi = {10.18653/v1/2025.emnlp-main.822},
url = {https://doi.org/10.18653/v1/2025.emnlp-main.822},
researchr = {https://researchr.org/publication/AljaafariCF25},
cites = {0},
citedby = {0},
pages = {16239-16259},
booktitle = {Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, EMNLP 2025, Suzhou, China, November 4-9, 2025},
editor = {Christos Christodoulopoulos 0001 and Tanmoy Chakraborty 0002 and Carolyn Rose and Violet Peng},
publisher = {Association for Computational Linguistics},
isbn = {979-8-89176-332-6},
}