Multilingual unsupervised sequence segmentation transfers to extremely low-resource languages.
C. M. DowneyShannon DrizinLevon HaroutunianShivin ThukralPublished in: ACL (1) (2022)
Keyphrases
- language independent
- cross lingual
- multi lingual
- segmentation of natural images
- image segmentation
- multilingual documents
- language specific
- text segmentation
- resource allocation
- bayesian image segmentation
- multilingual information retrieval
- expressive power
- multiscale
- fully unsupervised
- word segmentation
- level set
- energy function
- segmentation method
- object segmentation
- medical images
- unsupervised learning
- shape prior
- semi supervised
- segmentation of textured images
- cross lingual information retrieval
- machine translation system
- fully automatic
- n gram
- segmentation algorithm
- shape model
- information access
- sequential data
- texture segmentation
- low signal to noise ratio
- query translation
- comparable corpora
- language resources
- cross language
- region growing
- image analysis