all AI news
MACSA: A Multimodal Aspect-Category Sentiment Analysis Dataset with Multimodal Fine-grained Aligned Annotations. (arXiv:2206.13969v1 [cs.CL])
cs.CL updates on arXiv.org arxiv.org
Multimodal fine-grained sentiment analysis has recently attracted increasing
attention due to its broad applications. However, the existing multimodal
fine-grained sentiment datasets most focus on annotating the fine-grained
elements in text but ignore those in images, which leads to the fine-grained
elements in visual content not receiving the full attention they deserve. In
this paper, we propose a new dataset, the Multimodal Aspect-Category Sentiment
Analysis (MACSA) dataset, which contains more than 21K text-image pairs. The
dataset provides fine-grained annotations for both …
analysis annotations arxiv dataset multimodal sentiment sentiment analysis