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A comprehensive survey on deep learning-based approaches for multimodal sentiment analysis
Sentiment analysis is an important natural language processing issue that has many
applications in various fields. The increasing popularity of social networks and growth and …
applications in various fields. The increasing popularity of social networks and growth and …
Large language models meet text-centric multimodal sentiment analysis: A survey
Compared to traditional sentiment analysis, which only considers text, multimodal sentiment
analysis needs to consider emotional signals from multimodal sources simultaneously and …
analysis needs to consider emotional signals from multimodal sources simultaneously and …
Image–text sentiment analysis via deep multimodal attentive fusion
Sentiment analysis of social media data is crucial to understand people's position, attitude,
and opinion toward a certain event, which has many applications such as election prediction …
and opinion toward a certain event, which has many applications such as election prediction …
A survey of sentiment analysis from social media data
In the current era of automation, machines are constantly being channelized to provide
accurate interpretations of what people express on social media. The human race nowadays …
accurate interpretations of what people express on social media. The human race nowadays …
Matching the future capabilities of an artificial intelligence-based software for social media marketing with potential users' expectations
The increasing use of Artificial Intelligence (AI) in Social Media Marketing (SMM) triggered
the need for this research to identify and further analyze such expectations of potential users …
the need for this research to identify and further analyze such expectations of potential users …
A survey on sentiment analysis and opinion mining for social multimedia
Z Li, Y Fan, B Jiang, T Lei, W Liu - Multimedia Tools and Applications, 2019 - Springer
Social media sentiment analysis (also known as opinion mining) which aims to extract
people's opinions, attitudes and emotions from social networks has become a research …
people's opinions, attitudes and emotions from social networks has become a research …
Mining fashion outfit composition using an end-to-end deep learning approach on set data
Composing fashion outfits involves deep under-standing of fashion standards while
incorporating creativity for choosing multiple fashion items (eg, jewelry, bag, pants, dress). In …
incorporating creativity for choosing multiple fashion items (eg, jewelry, bag, pants, dress). In …
Multimodal learning using optimal transport for sarcasm and humor detection
Multimodal learning is an emerging yet challenging research area. In this paper, we deal
with multimodal sarcasm and humor detection from conversational videos and image-text …
with multimodal sarcasm and humor detection from conversational videos and image-text …
Cross-media learning for image sentiment analysis in the wild
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 …
Researchers relied on textual data for this task, while only recently they have started …
Joint multimodal sentiment analysis based on information relevance
D Chen, W Su, P Wu, B Hua - Information Processing & Management, 2023 - Elsevier
Social media users are increasingly turning to express opinions with both images and text,
while the visual content and text description may cover some conflicting information diverse …
while the visual content and text description may cover some conflicting information diverse …