Actions as Language: Fine-Tuning VLMs into VLAs Without Catastrophic Forgetting - Hancock, Asher; Wu, Xindi; Zha, Lihan; Russakovsky, Olga; Majumdar, Anirudha (International Conference on Learning Representations, 2026)