Efficient large-scale language model training on GPU clusters using megatron-LM.
Deepak NarayananMohammad ShoeybiJared CasperPatrick LeGresleyMostofa PatwaryVijay KorthikantiDmitri VainbrandPrethvi KashinkuntiJulie BernauerBryan CatanzaroAmar PhanishayeeMatei ZahariaPublished in: SC (2021)
Keyphrases
- language model
- language modeling
- probabilistic model
- language modelling
- n gram
- retrieval model
- document retrieval
- information retrieval
- test collection
- speech recognition
- query expansion
- query terms
- mixture model
- ad hoc information retrieval
- pseudo feedback
- context sensitive
- relevance model
- document ranking
- clustering algorithm
- term dependencies
- vector space model
- statistical language models
- retrieval effectiveness
- statistical language modeling
- language model for information retrieval
- smoothing methods
- translation model