The Future of Large Language Model Pre-training is Federated.
Lorenzo SaniAlex IacobZeyu CaoBill MarinoYan GaoTomás PaulikWanru ZhaoWilliam F. ShenPreslav AleksandrovXinchi QiuNicholas D. LanePublished in: CoRR (2024)
Keyphrases
- language model
- language modeling
- n gram
- probabilistic model
- document retrieval
- speech recognition
- information retrieval
- query expansion
- retrieval model
- ad hoc information retrieval
- test collection
- training set
- statistical language models
- pseudo relevance feedback
- language modelling
- relevance model
- language model for information retrieval
- vector space model
- mixture model
- supervised learning
- digital libraries
- document ranking
- smoothing methods
- document length
- translation model
- statistical machine translation
- word error rate
- active learning
- statistical language modeling