Great Power, Great Responsibility: Recommendations for Reducing Energy for Training Language Models.
Joseph McDonaldBaolin LiNathan C. FreyDevesh TiwariVijay GadepallySiddharth SamsiPublished in: CoRR (2022)
Keyphrases
- language model
- language modeling
- document retrieval
- speech recognition
- n gram
- language modelling
- probabilistic model
- information retrieval
- test collection
- retrieval model
- context sensitive
- query expansion
- statistical language models
- language models for information retrieval
- recommender systems
- smoothing methods
- power consumption
- training set
- term dependencies
- document ranking
- pseudo relevance feedback
- energy consumption
- ad hoc information retrieval
- query terms
- relevance model
- vector space model
- text mining
- ad hoc retrieval
- translation model
- document length
- document collections
- information retrieval systems
- spoken term detection