Large Language Model as Attributed Training Data Generator: A Tale of Diversity and Bias.
Yue YuYuchen ZhuangJieyu ZhangYu MengAlexander RatnerRanjay KrishnaJiaming ShenChao ZhangPublished in: CoRR (2023)
Keyphrases
- language model
- data generator
- language modeling
- document retrieval
- probabilistic model
- n gram
- speech recognition
- ad hoc information retrieval
- query expansion
- retrieval model
- language modelling
- test collection
- mixture model
- relevance model
- training set
- supervised learning
- query terms
- context sensitive
- language models for information retrieval
- test set
- information retrieval
- language model for information retrieval
- cross lingual
- training samples
- translation model
- document ranking
- statistical language models
- high dimensional