Federated Fine-tuning of Billion-Sized Language Models across Mobile Devices.
Mengwei XuYaozong WuDongqi CaiXiang LiShangguang WangPublished in: CoRR (2023)
Keyphrases
- fine tuning
- language model
- mobile devices
- language modeling
- n gram
- document retrieval
- viable alternative
- speech recognition
- probabilistic model
- information retrieval
- retrieval model
- context sensitive
- fine tune
- ad hoc information retrieval
- smoothing methods
- query expansion
- document ranking
- federated search
- test collection
- fine tuned
- language modelling
- query terms
- pseudo relevance feedback
- translation model
- vector space model
- digital libraries
- document length
- language models for information retrieval
- statistical language models
- language model for information retrieval
- okapi bm
- word error rate
- multimedia