Original:  In this paper , we propose UniViLM : a Unified Video and Language pre-training Model for both multimodal understanding and generation.
Revised:  This paper proposes UniVL : a Unified Video and Language pre-training Model for both multimodal understanding and generation.
Edit intent: clarity