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Predicting Early Indicators of Cognitive Decline from Verbal Utterances
Our experiments show that a combination of contextual and psycholinguistic features extracted by a Support Vector Machine improved distinguishing the verbal utterances of elderly controls, people with MCI, possible AD, and probable AD.
Multimodal Emotion Classification
Our experiments demonstrate that the three modalities (text, emoji and images) encode different information to express emotion and therefore can complement each other.
Which Emoji Talks Best for My Picture?
In this paper, we investigate whether domain knowledge for emoji can improve the accuracy of emoji recommendation task in case of multimedia posts composed of image and text.
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