Pred-ID: Future event prediction based on event type schema mining by graph induction and deduction.

Multization: Multi-Modal Summarization Enhanced by Multi-Contextually Relevant and Irrelevant Attention Alignment.

Multi-modal anchor adaptation learning for multi-modal summarization.

ASCL: Adaptive self-supervised counterfactual learning for robust visual question answering.

SC-ML: Self-supervised Counterfactual Metric Learning for Debiased Visual Question Answering.