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