Ten simple rules for using large language models in science, version 1.0.
Gabriel Reuben SmithCarolina BelloLalasia Bialic-MurphyEmily ClarkCamille S. DelavauxCamille Fournier de LauriereJohan van den HoogenThomas LauberHaozhi MaDaniel S. MaynardMatthew MirmanLidong MoDominic RebindaineJosephine Elena ReekLeland K. WerdenZhaofei WuGayoung YangQingzhou ZhaoConstantin M. ZohnerThomas Ward CrowtherPublished in: PLoS Comput. Biol. (2024)
Keyphrases
- language model
- language modeling
- n gram
- language modelling
- probabilistic model
- speech recognition
- information retrieval
- statistical language models
- document retrieval
- language models for information retrieval
- ad hoc information retrieval
- retrieval model
- query expansion
- context sensitive
- test collection
- relevance model
- language model for information retrieval
- document ranking
- term dependencies
- passage retrieval
- query terms
- machine learning
- spoken term detection
- data mining