| 2025 | ACL | What Is That Talk About? A Video-to-Text Summarization Dataset for Scientific Presentations. | Dongqi Liu, Chenxi Whitehouse, Xi Yu, Louis Mahon, Rohit Saxena, Zheng Zhao, Yifu Qiu, Mirella Lapata, Vera Demberg |
| 2024 | AAAI | Hard Regularization to Prevent Deep Online Clustering Collapse without Data Augmentation. | Louis Mahon, Thomas Lukasiewicz |
| 2024 | ACL | A Modular Approach for Multimodal Summarization of TV Shows. | Louis Mahon, Mirella Lapata |
| 2024 | ICLR | αTC-VAE: On the relationship between Disentanglement and Diversity. | Cristian Meo, Louis Mahon, Anirudh Goyal, Justin Dauwels |
| 2022 | ACML | Efficient Deep Clustering of Human Activities and How to Improve Evaluation. | Louis Mahon, Thomas Lukasiewicz |
| 2021 | KI | Selective Pseudo-Label Clustering. | Louis Mahon, Thomas Lukasiewicz |
| 2020 | ICMLA | Knowledge Graph Extraction from Videos. | Louis Mahon, Eleonora Giunchiglia, Bowen Li, Thomas Lukasiewicz |
| 2019 | LDK | Cross-Dictionary Linking at Sense Level with a Double-Layer Classifier. | Roser Saur, Louis Mahon, Irene Russo, Mironas Bitinis |