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Learning Modalities . Visual learners prefer using images, pictures, colors, and maps to organize information and communicate with others, easily visualize objects, plans and outcomes in the mind ...
Mixed-modality Representation Learning and Pre-training for Joint Table-and-Text Retrieval in OpenQA
To address the above challenges, we introduce an optimized OpenQA Table-Text Retriever (OTTeR) to jointly retrieve tabular and textual evidences. Firstly, we propose to enhance mixed-modality ...
During optimization, contrastive learning keeps the different modalities separate by a certain distance, which is influenced by the temperature parameter in the loss function. Our experiments further ...
Rather, the learning modalities support each other to yield better outcomes. Despite the promises of blended learning, it still comes with its own set of inherent challenges. One is the perceived lack ...
Multimodal emotion recognition (MER) aims to understand the way that humans express their emotions by exploring complementary information across modalities. However, it is hard to guarantee that ...
During optimization, contrastive learning keeps the different modalities separate by a certain distance, which is influenced by the temperature parameter in the loss function. Our experiments further ...
Rather, the learning modalities support each other to yield better outcomes. Despite the promises of blended learning, it still comes with its own set of inherent challenges. One is the perceived lack ...
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