ARL2: Aligning Retrievers with Black-box Large Language Models via Self-guided Adaptive Relevance Labeling.
Lingxi ZhangYue YuKuan WangChao ZhangPublished in: ACL (1) (2024)
Keyphrases
- black box
- language model
- test collection
- information retrieval
- language modeling
- document ranking
- relevance model
- black boxes
- n gram
- probabilistic model
- document retrieval
- white box
- okapi bm
- speech recognition
- language modelling
- statistical language models
- retrieval model
- statistical language modeling
- context sensitive
- document length
- query expansion
- white box testing
- retrieved documents
- smoothing methods
- machine learning
- topic models
- integration testing
- test cases
- language models for information retrieval
- probabilistic retrieval models
- query terms
- feature space
- language modeling framework
- document collections
- image retrieval
- active learning