Discovery Team at SemEval-2020 Task 1: Context-sensitive Embeddings Not Always Better than Static for Semantic Change Detection.
Matej MartincSyrielle MontariolElaine ZosaLidia PivovarovaPublished in: SemEval@COLING (2020)
Keyphrases
- change detection
- context sensitive
- natural language
- remote sensing
- remote sensing images
- remote sensing imagery
- remotely sensed images
- data streams
- satellite images
- word sense disambiguation
- shot change detection
- satellite imagery
- language model
- vector space
- information retrieval
- semantic information
- land cover
- knowledge discovery
- gamma distributions
- semantic similarity
- image registration
- multiword
- graph grammars
- image analysis
- multiple task learning
- low level features
- context dependent
- image segmentation
- man made structures
- machine learning