Multilingual Brain Surgeon: Large Language Models Can Be Compressed Leaving No Language behind.
Hongchuan ZengHongshen XuLu ChenKai YuPublished in: LREC/COLING (2024)
Keyphrases
- language model
- language modeling
- comparable corpora
- n gram
- cross lingual
- probabilistic model
- document retrieval
- information retrieval
- retrieval model
- speech recognition
- test collection
- parallel corpus
- query expansion
- language modelling
- smoothing methods
- translation model
- language models for information retrieval
- query terms
- relevance model
- context sensitive
- vector space model
- natural language
- statistical language models
- document length
- ad hoc information retrieval
- cross language
- language independent
- machine translation
- pseudo relevance feedback
- retrieval effectiveness
- term dependencies
- text retrieval
- bayesian networks