Mental-LLM: Leveraging Large Language Models for Mental Health Prediction via Online Text Data.
Xuhai XuBingsheng YaoYuanzhe DongSaadia GabrielHong YuJames A. HendlerMarzyeh GhassemiAnind K. DeyDakuo WangPublished in: Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. (2024)
Keyphrases
- language model
- text data
- mental health
- language modeling
- text classification
- text mining
- document representation
- information retrieval
- document retrieval
- n gram
- probabilistic model
- document collections
- prediction accuracy
- structured data
- query expansion
- high dimensional
- retrieval model
- language models for information retrieval
- high dimensional data
- smoothing methods
- test collection
- vector space model
- text documents
- web pages
- information retrieval systems
- query terms
- relevance model
- feature selection
- data sets
- decision trees
- knowledge discovery
- keywords
- feature extraction
- machine learning