Incorporating Medical Knowledge to Transformer-based Language Models for Medical Dialogue Generation.
Usman NaseemAjay BandiShaina RazaJunaid RashidBharathi Raja ChakravarthiPublished in: BioNLP@ACL (2022)
Keyphrases
- medical knowledge
- language model
- medical diagnosis
- language modeling
- medical experts
- knowledge based systems
- medical decision making
- clinical data
- n gram
- medical information
- semi automatic
- document retrieval
- clinical practice
- probabilistic model
- language modelling
- speech recognition
- retrieval model
- information retrieval
- knowledge sources
- translation model
- medical practice
- query expansion
- smoothing methods
- test collection
- clinical guidelines
- pseudo relevance feedback
- medical domain
- context sensitive
- relevance model
- document ranking
- domain knowledge
- statistical language models
- language models for information retrieval
- clinical trials
- statistical analysis
- knowledge acquisition
- domain specific
- natural language
- image processing
- computer vision
- data mining
- databases