Detecting the Clinical Features of Difficult-to-Treat Depression using Synthetic Data from Large Language Models.
Isabelle LorgeDan W. JoyceNiall TaylorAlejo J. Nevado-HolgadoAndrea CiprianiAndrey KormilitzinPublished in: CoRR (2024)
Keyphrases
- synthetic data
- language model
- language modeling
- document retrieval
- probabilistic model
- n gram
- real world
- language models for information retrieval
- real image data
- speech recognition
- feature vectors
- language modelling
- term dependencies
- image features
- query expansion
- ad hoc information retrieval
- information retrieval
- mri data
- data sets
- statistical language models
- document ranking
- feature space
- context sensitive
- passage retrieval
- query terms
- smoothing methods
- image content
- retrieval systems
- test collection
- semantic information
- classification accuracy