Mixture-of-Depths: Dynamically allocating compute in transformer-based language models.
David RaposoSamuel RitterBlake A. RichardsTimothy P. LillicrapPeter Conway HumphreysAdam SantoroPublished in: CoRR (2024)
Keyphrases
- language model
- mixture model
- language modeling
- n gram
- probabilistic model
- speech recognition
- language modelling
- document retrieval
- retrieval model
- query expansion
- test collection
- statistical language models
- language model for information retrieval
- context sensitive
- information retrieval
- vector space model
- pseudo relevance feedback
- ad hoc information retrieval
- document length
- machine learning
- query terms
- language models for information retrieval
- word error rate
- smoothing methods
- document ranking
- translation model
- feature selection
- okapi bm
- passage retrieval
- text classification