Multi-Task Training with In-Domain Language Models for Diagnostic Reasoning.
Brihat SharmaYanjun GaoTimothy A. MillerMatthew M. ChurpekMajid AfsharDmitriy DligachPublished in: ClinicalNLP@ACL (2023)
Keyphrases
- language model
- multi task
- diagnostic reasoning
- diagnostic problem solving
- language modeling
- multi task learning
- n gram
- learning tasks
- medical diagnosis
- transfer learning
- probabilistic model
- reasoning systems
- model based diagnosis
- multi class
- smoothing methods
- information retrieval
- feature selection
- bayesian networks
- information gain
- learning problems
- training set
- belief networks
- active learning
- neural network
- conditional probabilities
- k nearest neighbor
- knn
- supervised learning