LiteTransformerSearch: Training-free Neural Architecture Search for Efficient Language Models.
Mojan JavaheripiGustavo de RosaSubhabrata MukherjeeShital ShahTomasz ReligaCaio Cesar Teodoro MendesSébastien BubeckFarinaz KoushanfarDebadeepta DeyPublished in: NeurIPS (2022)
Keyphrases
- language model
- neural architecture
- language modeling
- n gram
- language modelling
- document retrieval
- speech recognition
- probabilistic model
- document ranking
- test collection
- feed forward
- information retrieval
- query expansion
- retrieval model
- search space
- statistical language models
- query terms
- multi layer perceptron
- relevance model
- supervised learning
- neural network
- decision trees
- smoothing methods
- query specific
- language models for information retrieval
- retrieval effectiveness
- multi label
- training examples
- text classification
- training set
- pattern recognition