Automating Research Synthesis with Domain-Specific Large Language Model Fine-Tuning.
Teo SusnjakPeter HwangNapoleon H. ReyesAndre L. C. BarczakTimothy R. McIntoshSurangika RanathungaPublished in: CoRR (2024)
Keyphrases
- language model
- fine tuning
- domain specific
- language modeling
- n gram
- general purpose
- probabilistic model
- document retrieval
- fine tuned
- speech recognition
- retrieval model
- query expansion
- information retrieval
- language modelling
- test collection
- statistical language models
- smoothing methods
- vector space model
- ad hoc information retrieval
- context sensitive
- mixture model
- machine learning
- document length
- query terms
- relevance model
- pseudo relevance feedback
- word error rate
- translation model
- multiword
- document ranking
- retrieval effectiveness
- dirichlet prior
- language modeling framework
- word clouds