1+1>2: Can Large Language Models Serve as Cross-Lingual Knowledge Aggregators?
Yue HuangChenrui FanYuan LiSiyuan WuTianyi ZhouXiangliang ZhangLichao SunPublished in: CoRR (2024)
Keyphrases
- language modeling
- language model
- cross lingual
- translation model
- n gram
- probabilistic model
- retrieval model
- information retrieval
- query expansion
- pseudo feedback
- document retrieval
- cross lingual information retrieval
- cross language retrieval
- language independent
- cross language
- machine translation
- test collection
- context sensitive
- query terms
- vector space model
- knowledge representation
- parallel corpora
- out of vocabulary
- smoothing methods
- training data
- search engine
- retrieval effectiveness
- information retrieval systems
- word segmentation
- active learning
- learning algorithm