Bio-SIEVE: Exploring Instruction Tuning Large Language Models for Systematic Review Automation.
Ambrose RobinsonWilliam ThorneBen P. WuAbdullah PandorMunira EssatMark StevensonXingyi SongPublished in: CoRR (2023)
Keyphrases
- language model
- systematic review
- empirical studies
- language modeling
- probabilistic model
- document retrieval
- n gram
- speech recognition
- retrieval model
- information retrieval
- query expansion
- language modelling
- query terms
- statistical language models
- smoothing methods
- multimedia
- ad hoc information retrieval
- language models for information retrieval
- vector space model
- test collection
- context sensitive
- pseudo relevance feedback
- document ranking
- query specific
- term dependencies
- retrieval effectiveness
- document length
- cross lingual
- bayesian networks
- feature selection
- search engine