UPB at SemEval-2022 Task 5: Enhancing UNITER with Image Sentiment and Graph Convolutional Networks for Multimedia Automatic Misogyny Identification.
Andrei ParaschivMihai DascaluDumitru-Clementin CercelPublished in: SemEval@NAACL (2022)
Keyphrases
- multimedia
- image retrieval
- image data
- input image
- multiscale
- image content
- image segmentation
- image analysis
- image regions
- single image
- test images
- high resolution
- hierarchical data structure
- image collections
- segmentation method
- edge detection
- spatial information
- image features
- image classification
- random walk
- graph theory
- sentiment analysis
- small world
- preprocessing stage
- adjacency graph
- denoising
- opinion mining
- feature points