FreeAL: Towards Human-Free Active Learning in the Era of Large Language Models.
Ruixuan XiaoYiwen DongJunbo ZhaoRunze WuMinmin LinGang ChenHaobo WangPublished in: EMNLP (2023)
Keyphrases
- language model
- active learning
- language modeling
- document retrieval
- n gram
- probabilistic model
- speech recognition
- query expansion
- information retrieval
- test collection
- retrieval model
- context sensitive
- language modelling
- statistical language models
- smoothing methods
- language models for information retrieval
- document length
- vector space model
- document ranking
- translation model
- word error rate
- language model for information retrieval
- relevance model
- pseudo relevance feedback
- query terms
- passage retrieval
- query specific
- term dependencies
- retrieval effectiveness
- collaborative filtering
- learning process
- learning algorithm