Deep Subjecthood: Higher-Order Grammatical Features in Multilingual BERT.
Isabel PapadimitriouEthan A. ChiRichard FutrellKyle MahowaldPublished in: EACL (2021)
Keyphrases
- higher order
- unsupervised feature learning
- feature extraction
- digital libraries
- feature space
- feature set
- low level
- spatial information
- keypoints
- pairwise
- feature vectors
- prior knowledge
- benchmark datasets
- co occurrence
- linguistic knowledge
- natural images
- extracted features
- deep learning
- language independent
- machine learning
- rich set
- metadata
- graphical models
- markov random field
- computer vision
- classification accuracy
- natural language
- image sequences