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