Experimenting with Drugs (and Topic Models): Multi-Dimensional Exploration of Recreational Drug Discussions.
Michael J. PaulMark DredzePublished in: AAAI Fall Symposium: Information Retrieval and Knowledge Discovery in Biomedical Text (2012)
Keyphrases
- topic models
- multi dimensional
- drug design
- drug discovery
- topic modeling
- latent dirichlet allocation
- pharmaceutical industry
- drug resistance
- latent topic models
- generative model
- virtual screening
- text documents
- latent topics
- text mining
- probabilistic model
- co occurrence
- latent variables
- adverse drug reaction
- adverse drug reactions
- gibbs sampling
- high dimensional
- image classification
- hierarchical bayesian model
- feature selection