Improving accuracy of GPT-3/4 results on biomedical data using a retrieval-augmented language model.
David SoongSriram SridharHan SiJan-Samuel WagnerAna Caroline Costa SáChristina Y. YuKubra KaragozMeijian GuanHisham HamadehBrandon W. HiggsPublished in: CoRR (2023)
Keyphrases
- language model
- biomedical data
- retrieval model
- document retrieval
- test collection
- language modeling
- ad hoc information retrieval
- information retrieval
- query expansion
- language models for information retrieval
- probabilistic model
- n gram
- smoothing methods
- query terms
- document length
- query specific
- relevance model
- retrieval accuracy
- knowledge driven
- pseudo relevance feedback
- image retrieval
- context sensitive
- retrieval systems
- data mining methods
- multi source
- classification accuracy
- life sciences
- cross language information retrieval
- information retrieval systems
- relevance feedback
- xml documents