t4sa.it | T4SA Dataset - Twitter for Sentiment Analysis

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Title	T4SA Dataset - Twitter for Sentiment Analysis
Description	Cross-Media Learning for Image Sentiment Analysis in the Wild Lucia Vadicamo, Cross-Media Learning for Image Sentiment Analysis in the Wild Lucia Vadicamo , Fabio Carrara , Andrea Cimino , Stefano Cresci , Felice Dell’Orletta , Fabr
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Cross-Media Learning for Image Sentiment Analysis in the Wild Lucia Vadicamo , Fabio Carrara , Andrea Cimino , Stefano Cresci , Felice Dell’Orletta , Fabrizio Falchi , Maurizio Tesconi Abstract Much progress has been made in the field of sentiment analysis in the past years. Researchers relied on textual data for this task, while only recently they have started investigating approaches to predict sentiments from multimedia content. With the increasing amount of data shared on social media, there is also a rapidly growing interest in approaches that work ``in the wild’’, i.e. that are able to deal with uncontrolled conditions. In this work, we faced the challenge of training a visual sentiment classifier starting from a large set of user-generated and unlabeled contents. In particular, we collected more than 3 million tweets containing both text and images, and we leveraged on the sentiment polarity of the textual contents to train a visual sentiment classifier. To the best of our

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