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OLViT: Multi-Modal State Tracking via Attention-Based Embeddings for Video-Grounded Dialog
OLViT addresses these challenges by maintaining a global dialog state based on the output of an Object State Tracker (OST) and a Language State Tracker (LST): while the OST attends to the most important objects within the video, the LST keeps track of the most important linguistic co-references to previous dialog turns.
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