Exploring the Capabilities of a Language Model-Only Approach for Depression Detection in Text Data.
Misha SadeghiBernhard EggerReza AgahiRobert RicherKlara CapitoLydia Helene RuppLena Schindler-GmelchMatthias BerkingBjoern M. EskofierPublished in: BHI (2023)
Keyphrases
- language model
- text data
- language modeling
- text classification
- n gram
- document representation
- text mining
- probabilistic model
- document retrieval
- high dimensional
- retrieval model
- information retrieval
- mixture model
- document collections
- structured data
- smoothing methods
- text documents
- high dimensional data
- query expansion
- query terms
- text clustering
- semi supervised learning
- k nearest neighbor
- vector space model
- principal component analysis
- natural language processing