Multi-Task Training with In-Domain Language Models for Diagnostic Reasoning.
Brihat SharmaYanjun GaoTimothy A. MillerMatthew M. ChurpekMajid AfsharDmitriy DligachPublished in: CoRR (2023)
Keyphrases
- language model
- multi task
- diagnostic reasoning
- diagnostic problem solving
- language modeling
- multi task learning
- learning tasks
- medical diagnosis
- transfer learning
- n gram
- probabilistic model
- information retrieval
- multi class
- feature selection
- bayesian networks
- model based diagnosis
- influence diagrams
- supervised learning
- smoothing methods
- reasoning systems
- learning problems
- machine learning
- training set
- active learning
- message passing
- labeled data
- medical images