Improving Multimodal Classification of Social Media Posts by Leveraging Image-Text Auxiliary Tasks.
Danae Sanchez VillegasDaniel Preotiuc-PietroNikolaos AletrasPublished in: EACL (Findings) (2024)
Keyphrases
- social media
- image classification
- image analysis
- image data
- image content
- image retrieval
- input image
- single image
- image collections
- text classification
- supervised machine learning
- pattern recognition
- image features
- decision trees
- supervised learning
- image segmentation
- hyperspectral images
- multiscale
- similarity measure
- image representation
- web images
- edge detection
- preprocessing stage
- machine learning
- image set
- test images
- scanned documents
- classification accuracy
- keywords
- social networks
- information retrieval
- image regions
- segmentation method
- multi modal
- text mining
- low level
- high resolution