Fine-tuning Language Models over Slow Networks using Activation Quantization with Guarantees.
Jue WangBinhang YuanLuka RimanicYongjun HeTri DaoBeidi ChenChristopher RéCe ZhangPublished in: NeurIPS (2022)
Keyphrases
- language model
- fine tuning
- language modeling
- n gram
- document retrieval
- viable alternative
- probabilistic model
- speech recognition
- retrieval model
- language modelling
- information retrieval
- fine tune
- query expansion
- query terms
- test collection
- statistical language models
- context sensitive
- smoothing methods
- relevance model
- document ranking
- vector space model
- fine tuned
- language model for information retrieval
- pseudo relevance feedback
- retrieval effectiveness
- information extraction
- ad hoc information retrieval
- language models for information retrieval
- translation model
- passage retrieval
- bag of words
- text classification