Using Large Language Models to Automate Category and Trend Analysis of Scientific Articles: An Application in Ophthalmology.
Hina RajaAsim MunawarMohammad DelsozMohammad ElahiYeganeh MadadiAmr HassanHashem Abu SerhanOnur InamLuis HermandezSang TranWuqas MunirAlaa Abd-AlrazaqHao ChenSiamak YousefiPublished in: CoRR (2023)
Keyphrases
- language model
- trend analysis
- scientific articles
- language modeling
- topic detection
- topic modeling
- probabilistic model
- data analysis
- n gram
- scientific literature
- document retrieval
- data mining
- information retrieval
- query expansion
- document level
- retrieval model
- test collection
- vector space model
- query terms
- relevance model
- document clustering
- pseudo relevance feedback
- image classification
- recommender systems
- feature space
- machine learning