Deep Clustering of Text Representations for Supervision-Free Probing of Syntax.
Vikram GuptaHaoyue ShiKevin GimpelMrinmaya SachanPublished in: AAAI (2022)
Keyphrases
- clustering algorithm
- automatically discovering
- text clustering
- short text
- categorical data
- clustering method
- text retrieval
- semantic representations
- keywords
- hierarchical clustering
- spectral clustering
- database
- fuzzy clustering
- document clustering
- cluster analysis
- information theoretic
- unsupervised learning
- text mining
- k means
- text documents
- self organizing maps
- high dimensional data
- data clustering
- higher level
- machine learning
- semantic representation
- meaning representations
- noun phrases
- textual data
- outlier detection
- high level
- website
- neural network