Full Parameter Fine-tuning for Large Language Models with Limited Resources.
Kai LvYuqing YangTengxiao LiuQipeng GuoXipeng QiuPublished in: ACL (1) (2024)
Keyphrases
- limited resources
- language model
- fine tuning
- language modeling
- processing power
- probabilistic model
- speech recognition
- query expansion
- document retrieval
- information retrieval
- viable alternative
- fine tune
- language modelling
- n gram
- resource limitations
- context sensitive
- test collection
- fine tuned
- retrieval model
- statistical language models
- vector space model
- query specific
- ad hoc information retrieval
- smoothing methods
- query terms
- translation model
- language models for information retrieval
- pseudo relevance feedback
- document length
- okapi bm
- error rate
- document collections
- language modeling approaches