Selected Publications

• Mahon L., Lapata M. (2024). A Modular Approach for Multimodal Summarization of TV Shows. Proceedings of the Association for Computational Linguistics. https://doi.org/10.18653/v1/2024.acl-long.450

• Mahon L., Abend O., Berger U., Demuth K., Johnson M., Steedman M. (2024) A language-agnostic model of child language acquisition. Computer, Speech and Language. https://doi.org/10.1016/j.csl.2024.101714

• Mahon, L. (2024). Towards a Universal Method for Meaningful Signal Detection. Vocal Interactivity in-and-between Humans, Animals and Robots (Interspeech workshop). https://arxiv.org/pdf/2408.00016

• Mahon, L., & Lukasiewicz, T. (2024). Minimum description length clustering to measure meaningful image complexity. Pattern Recognition, 145, 109889. https://doi.org/10.1016/j.patcog.2023.109889

• Mahon L. & Lukasiewicz T. (2024). Hard Regularization to Prevent Collapse in Online Deep Clustering without Data Augmentation, Association for the Advancement of Artificial Intelligence. 

• Mahon, L., & Lukasiewicz, T. (2021). Selective pseudo-label clustering. KI Advances in Artificial Intelligence: 44th German Conference on AI. Springer International Publishing. https://doi.org/10.1007/978-3-030-87626-5_12

• Mahon, L., Giunchiglia, E., Li, B., & Lukasiewicz, T. (2020). Knowledge graph extraction from videos. In 19th IEEE International Conference on Machine Learning and Applications (ICMLA). 25-32). IEEE. https://doi.org/10.1109/ICMLA51294.2020.00014