Unsupervised Evaluation of Text Co-clustering Algorithms Using Neural Word Embeddings.
François RoleStanislas MorbieuMohamed NadifPublished in: CIKM (2018)
Keyphrases
- clustering algorithm
- syntactic categories
- english text
- natural language text
- network architecture
- neural network
- information retrieval
- k means
- word pairs
- text documents
- data clustering
- keywords
- text input
- lexical semantics
- word counts
- text corpus
- unsupervised clustering
- text clustering
- text retrieval
- document clustering
- vector space
- unsupervised learning
- text mining
- fuzzy clustering
- sentence level
- text categorization
- english words
- dimensionality reduction
- chinese text
- co occurrence
- pointwise mutual information