Enhancing Multilingual Capabilities of Large Language Models through Self-Distillation from Resource-Rich Languages.
Yuanchi ZhangYile WangZijun LiuShuo WangXiaolong WangPeng LiMaosong SunYang LiuPublished in: CoRR (2024)
Keyphrases
- language model
- language modeling
- cross lingual
- language independent
- n gram
- comparable corpora
- probabilistic model
- multilingual information retrieval
- cross lingual information retrieval
- cross language
- document retrieval
- speech recognition
- query expansion
- retrieval model
- translation model
- statistical machine translation
- language modelling
- query specific
- information retrieval
- test collection
- statistical language models
- pseudo relevance feedback
- relevance model
- parallel corpora
- ad hoc information retrieval
- language models for information retrieval
- smoothing methods
- document ranking
- language model for information retrieval
- machine translation system
- word segmentation
- vector space model
- context sensitive
- text retrieval
- machine translation
- digital libraries
- linguistic resources
- query translation
- okapi bm
- statistical language modeling
- co occurrence