Less is More: A Simple yet Effective Token Reduction Method for Efficient Multi-modal LLMs Dingjie Song author Wenjun Wang author Shunian Chen author Xidong Wang author Michael X Guan author Benyou Wang author 2025-01 text Proceedings of the 31st International Conference on Computational Linguistics Owen Rambow editor Leo Wanner editor Marianna Apidianaki editor Hend Al-Khalifa editor Barbara Di Eugenio editor Steven Schockaert editor Association for Computational Linguistics Abu Dhabi, UAE conference publication song-etal-2025-less https://aclanthology.org/2025.coling-main.508/ 2025-01 7614 7623