Fine-Tuned Transformers Show Clusters of Similar Representations Across Layers.
Jason PhangHaokun LiuSamuel R. BowmanPublished in: BlackboxNLP@EMNLP (2021)
Keyphrases
- fine tuned
- clustering algorithm
- fine tuning
- higher level
- fuzzy clustering
- highly similar
- video sequences
- general purpose
- closely related
- cluster analysis
- multi layer
- self organizing maps
- density based clustering
- similar objects
- hierarchical clustering
- document clustering
- neural network
- domain specific
- image sequences
- social networks
- data mining