Care4Lang at MEDIQA-Chat 2023: Fine-tuning Language Models for Classifying and Summarizing Clinical Dialogues.
Amal AlQahtaniRana Aref SalamaMona Talat DiabAbdou YoussefPublished in: ClinicalNLP@ACL (2023)
Keyphrases
- language model
- fine tuning
- language modeling
- home care
- patient care
- information retrieval
- clinical decision support systems
- document retrieval
- n gram
- probabilistic model
- fine tune
- viable alternative
- speech recognition
- retrieval model
- query expansion
- context sensitive
- language modelling
- health care
- language models for information retrieval
- clinical practice
- patient data
- fine tuned
- smoothing methods
- pseudo relevance feedback
- vector space model
- query terms
- test collection
- statistical language models
- okapi bm
- ad hoc information retrieval
- translation model
- document ranking
- relevance model