LiteTransformerSearch: Training-free On-device Search for Efficient Autoregressive Language Models.
Mojan JavaheripiShital ShahSubhabrata MukherjeeTomasz L. ReligaCaio C. T. MendesGustavo H. de RosaSébastien BubeckFarinaz KoushanfarDebadeepta DeyPublished in: CoRR (2022)
Keyphrases
- language model
- autoregressive
- language modeling
- speech recognition
- statistical language models
- probabilistic model
- language modelling
- retrieval model
- document retrieval
- query specific
- moving average
- test collection
- smoothing methods
- n gram
- non stationary
- information retrieval
- query expansion
- document ranking
- gaussian markov random field
- computer vision
- language models for information retrieval
- relevance model
- pseudo relevance feedback
- query terms
- em algorithm