@article{directionalnoncommutativemonoidal, title = {Directional Non-Commutative Monoidal Structures for Compositional Embeddings in Machine Learning}, author = {Mahesh Godavarti}, year = {2025}, eprint = {2505.15507}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.15507v1}, }