Visual Classifier Prediction by Distributional Semantic Embedding of Text Descriptions.
Mohamed ElhoseinyAhmed M. ElgammalPublished in: VL@EMNLP (2015)
Keyphrases
- semantic labels
- semantic representations
- semantic content
- semantic information
- high level
- arabic text
- semantic space
- web images
- prediction accuracy
- linguistic analysis
- news video
- semantic description
- semantic representation
- textual descriptions
- semantic network
- co occurrence
- natural language understanding
- natural language descriptions
- image content
- text classifiers
- visual features
- semantic parsing
- training data
- semantic structure
- textual entailment
- text representation
- web pages
- ensemble classifier
- cross media
- semantically related
- semantic context
- recognizing textual entailment
- natural language text
- rhetorical structure theory
- latent semantic analysis
- prediction error
- semantic similarity
- low level features
- visual information
- support vector
- visual content
- semantic annotation
- low level
- feature set
- semantic descriptions
- natural language
- knn
- machine learning
- concept detectors
- lexical features
- feature selection
- learning algorithm
- support vector machine
- information extraction
- multi class
- image classification
- linguistic information
- semantic web
- vector space
- word pairs
- semantic concepts
- semantic features